{"as_of":"2026-08-15T03:45:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ac71ba4386dbec1cb73884cfe796024b52f039a856ac2559c9e18d14c56858fe","coverage":[{"denominator":68,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":68,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T14:44:27.937487Z","state":"measured"},{"denominator":69,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":69,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-14T21:10:27.871783Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":0,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"cited_work":{"arxiv_id":"2411.14991","doi":"10.48550/arxiv.2411.14991","metadata_source":"arxiv_reference","pith_arxiv_id":"2411.14991","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Q., FIDERER, L","venue":"arXiv (Cornell University)","work_id":"9318c2f4-c09a-4ccd-a110-369bcb0995e9","year":2024},"citing_paper":{"arxiv_id":"2605.12536","last_updated":"2026-05-03T07:22:55Z","snapshot_observed_at":"2026-08-15T01:56:06.954968Z","submitted_at":"2026-05-03T07:22:55Z","title":"Information as Maximum-Caliber Deviation: A bridge between Integrated Information Theory and the Free Energy Principle","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-14T21:10:27.871783Z"},"links":{"cited_paper":"/paper/2411.14991","citing_paper":"/paper/2605.12536"},"observation_digest":"sha256:adcba11882b54b43f4c0282f49ae12e8c4509dba90037f000de93d92211bb9f7","observation_id":"e483e488-eca1-42f8-82f6-3bf5801dbdf7","resolution":{"observed_at":"2026-05-14T21:12:58.196669Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2411.14991/citation-record","integrity":"/paper/2411.14991/integrity","json":"/paper/2411.14991/citation-record.json","paper":"/paper/2411.14991"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:30.133850Z","title":"Sutton and A","venue":null,"work_id":"5226bcbc-23ee-4058-a4de-3401cdf3c16b","year":1998},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.408960Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:b7b086afbed6122b788d166fa8a49bcbba83abfce63fb0ea9c6ee6b4486d8bf2","observation_id":"6acb7b7c-b2b4-4805-8f2b-2e391a641b09","resolution":{"observed_at":"2026-08-12T14:44:30.140219Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:30.093618Z","title":"The markov blankets of life: Autonomy, active inference and the free energy principle,","venue":null,"work_id":"9399b7e2-f775-4880-881c-aadc877eb1c2","year":2018},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.422418Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:a668c49510062b33062f14fa299106da21303cfc8d7f7908bc833113964f31c3","observation_id":"f48d4bad-46e2-49e4-a4b4-cba0787f0388","resolution":{"observed_at":"2026-08-12T14:44:30.104253Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:30.068829Z","title":"The Active Inference Approach to Ecological Percep- tion: General Information Dynamics for Natural and Artificial Embodied Cognition,","venue":null,"work_id":"d08ecc9b-5a2d-47ad-a5d6-891130b10179","year":2018},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.427928Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:b948408caca67782f08e5d9a54bfafd579177767cf7ddc46a83afd4a3582689e","observation_id":"0c2bbbb7-2f5b-4f41-8634-c8f11773d0b5","resolution":{"observed_at":"2026-08-12T14:44:30.076455Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:30.039753Z","title":"Active Inference, homeostatic regulation and adaptive behavioural control,","venue":null,"work_id":"0a0d9a32-96bc-4ac3-8ed1-197b048deb03","year":2015},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.435925Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:99a205c8cda6731ce750bf4036f0382028fe1539ea04c3534f0e1340341c2354","observation_id":"314fcab2-91db-4edb-a60f-9385ad31169a","resolution":{"observed_at":"2026-08-12T14:44:30.050370Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:30.005195Z","title":"The Markov blanket trick: On the scope of the free energy principle and active inference,","venue":null,"work_id":"7414cb03-0cd3-436e-83c6-1f4be084679c","year":2021},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.444906Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:a765b63323b3fbbf9587d4d3ea722af2d2ea257c2e49f9d127bc2fc48e3b3d85","observation_id":"c5b569bf-cf5c-43f2-a474-f2da5c7b70da","resolution":{"observed_at":"2026-08-12T14:44:30.017682Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.974575Z","title":"The free energy principle for perception and action: A deep learning perspective,","venue":null,"work_id":"86a7562e-2891-46e9-9847-98c915e65d97","year":2022},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.461238Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:79d330bab228ca5e28f07871f5762c9c9c3ca1773805984a10d6df6f8f120221","observation_id":"b07917b2-0056-4da7-86e7-76b2ef9f15bf","resolution":{"observed_at":"2026-08-12T14:44:29.983060Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.939653Z","title":"Reinforcement learning through active inference,","venue":null,"work_id":"c0365896-3cde-4694-8f3c-6c45836425ec","year":null},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.470323Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:2e1ae4f404368a7b79baaae2bf9959f27d0e8749830df7b741c4177784c33b8b","observation_id":"01f15a39-7389-4ea5-b15c-42c447e9abf5","resolution":{"observed_at":"2026-08-12T14:44:29.950107Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.900014Z","title":"Active inference and learning,","venue":null,"work_id":"31735f81-859d-4992-8a22-553d746094cc","year":2016},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.478410Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:c1350cf1a29497986427044fb8efa955e11c24f2d5055645638d0405b1ea62ce","observation_id":"bbb30f2e-7263-422a-8ba3-a4b1695c9dd1","resolution":{"observed_at":"2026-08-12T14:44:29.908072Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.873112Z","title":"Prediction, cognition and the brain,","venue":null,"work_id":"aeff6e53-40c0-4817-a42e-a85aa3b2e0df","year":2010},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.485049Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:a5b5c49ea4c729c7d678d78f73a46ef4a2b6d0cf77f677d243ff21d630234bd3","observation_id":"c255d41e-1be5-4c48-88ef-0f965bf03607","resolution":{"observed_at":"2026-08-12T14:44:29.879994Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:27.490488Z","title":"Bayesian models: the structure of the world, uncertainty, behavior, and the brain,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.490488Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:647f103b22ff24b26723dd4ebbeacea7ba454cee053c3c942ec0eb96fcfc2caf","observation_id":"f1f3a616-026c-40be-bca6-f15292b51ef0","resolution":{"observed_at":"2026-08-12T14:44:27.490488Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.845692Z","title":"The free-energy principle: a unified brain theory?,","venue":null,"work_id":"ce196184-b478-49cb-99cb-bc1ed27ef160","year":2010},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.498053Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:ea6c388390cbbf37a926de1896088abda8f2d795a8d8dcb8c670ec72040d4d4a","observation_id":"cf99dd17-94e9-42eb-8a79-67bbd0464ed9","resolution":{"observed_at":"2026-08-12T14:44:29.851244Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.817418Z","title":"Predictive coding under the free-energy principle,","venue":null,"work_id":"73340c8b-e9e4-4c1b-a4a4-f247ca5d6c5c","year":2009},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.514677Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:03f85e54403f7eafcf133fea686dece8a573a196673073bf5ffb9d200449ba30","observation_id":"f4e9b587-44b8-41bf-b9b9-b72398e5176a","resolution":{"observed_at":"2026-08-12T14:44:29.831311Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.786300Z","title":"Neural representation in active inference: Using generative models to interact with—and understand—the lived world,","venue":null,"work_id":"118cee20-216e-426e-91bf-768153b32b4c","year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.519736Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:b52a099f63a71c2a5880a0ddc4897748c37d23f7e5e2761ae9b1ef7c15c339a8","observation_id":"930a55db-ef6a-42c0-8910-62760e78a50f","resolution":{"observed_at":"2026-08-12T14:44:29.797985Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.743424Z","title":"Active inference in openai gym: A paradigm for computa- tional investigations into psychiatric illness,","venue":null,"work_id":"076f34ac-8c2b-4449-882f-efa29f41c85f","year":2018},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.526958Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:f8c433c678d8d245c170fd09e4e2ff4de4993612eaa8603dc01065d683df4952","observation_id":"0dc5fcae-d5b4-42ee-91a3-f3108ec459ad","resolution":{"observed_at":"2026-08-12T14:44:29.767163Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.710752Z","title":"Learned uncertainty: The free energy principle in anxiety,","venue":null,"work_id":"a2700b46-8126-4791-ba47-94fa300499b0","year":2022},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.534653Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:5ffe0a7ad167b6465d399ac701c4013980c6dc52ce385fc5f2fba4b7a9234223","observation_id":"0af0790c-8e1b-4d9e-9bc9-4d843741b5ae","resolution":{"observed_at":"2026-08-12T14:44:29.718342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.686366Z","title":"Answering Schr¨ odinger’s question: A free-energy formulation,","venue":null,"work_id":"ebecb710-a74d-46b7-9127-6875bc2b5acc","year":2018},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.540994Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:d7279b838f4c7467729c7ab7d268274950d9c85a7b7381553796cc4ca197cba4","observation_id":"aae66251-120a-4ca1-9123-8fce3061fee3","resolution":{"observed_at":"2026-08-12T14:44:29.693330Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.14804","last_updated":"2024-05-14T13:11:51Z","snapshot_observed_at":"2026-08-13T10:46:56.793141Z","submitted_at":"2023-07-27T12:19:09Z","title":"Collective behavior from surprise minimization","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.14804","snapshot_observed_at":"2026-08-12T14:44:27.547966Z","title":"Collective behavior from sur- prise minimization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.547966Z"},"links":{"cited_paper":"/paper/2307.14804","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:e2a8bb4500fcbf792ce339d0e34bcb5b2e46b449b50772a20b7411e785681f84","observation_id":"76e71417-eabd-4760-b974-016b8f261eb7","resolution":{"observed_at":"2026-08-12T14:44:27.547966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.665354Z","title":"Contrastive Active Inference,","venue":null,"work_id":"25433c82-b4fb-43ed-a951-6445dbb8c807","year":2021},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.554360Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:a8bb6be28e50a972c5b2853b06c5ea566b37b52c482c915d2e7964b90d40a7b2","observation_id":"b225859f-cdb7-4ee5-9752-69503cc96f27","resolution":{"observed_at":"2026-08-12T14:44:29.671343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.636496Z","title":"Deep active inference agents using Monte-Carlo methods,","venue":null,"work_id":"b36ab823-1380-401a-9aff-b5f3b1b4fd79","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.562102Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:dda99283915774ebb00136e8d7e0a9a205ebc8e809b9238e88596aa1445dca2e","observation_id":"0641cac9-615b-484a-91a6-70cbbb6cbe7b","resolution":{"observed_at":"2026-08-12T14:44:29.643423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.14216","last_updated":"2024-09-21T18:32:44Z","snapshot_observed_at":"2026-08-13T23:15:01.363498Z","submitted_at":"2024-09-21T18:32:44Z","title":"R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.14216","snapshot_observed_at":"2026-08-12T14:44:27.568720Z","title":"R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.568720Z"},"links":{"cited_paper":"/paper/2409.14216","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:582442ac14b0aaa10b33dc33bdd05334feadd884031b71254e5c630c85563cc1","observation_id":"5bd0ba14-f1b4-43cb-89db-821556b4506f","resolution":{"observed_at":"2026-08-12T14:44:27.568720Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.589706Z","title":"Reinforcement Learning through Active Inference,","venue":null,"work_id":"b0829f59-490c-4764-90f2-34bae4e928ba","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.574730Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:7085ea471e36d078271049ac98073b1588ced5d75ef6ac44565cf020cabd6a62","observation_id":"def6e75d-f27f-48be-af21-0ed4019dfe4b","resolution":{"observed_at":"2026-08-12T14:44:29.600644Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.568435Z","title":"Spatial and temporal hierarchy for autonomous navigation using active inference in minigrid environment,","venue":null,"work_id":"9cbd031b-7020-411f-a6cd-998d37e12c69","year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.586252Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:896d8f4bf9198489ee057bf52de4aa96e4c5461c6e0a00b6171e67e20db64124","observation_id":"e3899870-3ea2-4766-8269-a3353a69800d","resolution":{"observed_at":"2026-08-12T14:44:29.575291Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.541761Z","title":"Whatever next? Predictive brains, situated agents, and the future of cognitive science,","venue":null,"work_id":"4a8e9489-f7f0-43b0-8350-d33228fce8d1","year":2013},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.593065Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:935b9d0c22d4533fa69599ec871a4b6f98672eda457eddb3ad8496da90a32cc6","observation_id":"d2e1f547-6f0a-4079-a07b-57b25fc282c6","resolution":{"observed_at":"2026-08-12T14:44:29.550207Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.514950Z","title":"How to Knit Your Own Markov Blanket:: Resisting the Second Law with Metamorphic Minds,","venue":null,"work_id":"f8a5e40a-215d-44e8-b04b-be3a7d827266","year":2017},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.601004Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:6587fa1c112dd61ed50a0f844112186f58b143a9c8ba743876169dc6f336d63e","observation_id":"4151ba30-a9f9-4d3d-98ac-9f9c2ab68d42","resolution":{"observed_at":"2026-08-12T14:44:29.521626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.480109Z","title":"In vitro neurons learn and exhibit sentience when embodied in a simulated game-world,","venue":null,"work_id":"10174806-cc30-4519-9f0c-3aae218fff49","year":2022},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.607331Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:3a8ddb5a3a4861859b86af6299a1a7ca4e3302b9e8fec87b2b92eef82d2aeed7","observation_id":"bfde5ed5-68a7-48b5-a41f-1d44d103551a","resolution":{"observed_at":"2026-08-12T14:44:29.487079Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.439616Z","title":"Recent advances in the application of predictive coding and active inference models within clinical neuroscience,","venue":null,"work_id":"d0163486-4c4d-40ad-bc36-87178d822e76","year":null},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.614438Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:b88fd8e1806efe8dee19b70eaa613d936b426d0af14bbf8913844cfeedc5f884","observation_id":"4d1e0e0b-de8e-4fc3-a182-6a8ca1bbad47","resolution":{"observed_at":"2026-08-12T14:44:29.453181Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2112.01871","last_updated":"2021-12-03T12:10:26Z","snapshot_observed_at":"2026-08-13T17:22:32.972443Z","submitted_at":"2021-12-03T12:10:26Z","title":"Active Inference in Robotics and Artificial Agents: Survey and Challenges","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.01871","snapshot_observed_at":"2026-08-12T14:44:27.629450Z","title":"Active inference in robotics and artificial agents: Survey and challenges,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.629450Z"},"links":{"cited_paper":"/paper/2112.01871","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:35213e25b37687ed89b735848ad8511d6f1394e5e1920dd6936769206e07e5ef","observation_id":"ba52f2cc-52fe-45fd-a381-6e723468b583","resolution":{"observed_at":"2026-08-12T14:44:27.629450Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.12009","last_updated":"2024-06-26T15:00:52Z","snapshot_observed_at":"2026-08-13T04:58:45.121317Z","submitted_at":"2023-12-19T09:58:54Z","title":"Active Preference Inference using Language Models and Probabilistic Reasoning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.12009","snapshot_observed_at":"2026-08-12T14:44:27.636636Z","title":"Active preference inference using language models and probabilistic resasoning,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.636636Z"},"links":{"cited_paper":"/paper/2312.12009","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:51cd2e7d7627e03933d1b677c0516fe407fb74a8b8fac789ab28b4c4240fbfb0","observation_id":"646f44b7-43a5-43bf-a081-d6430585bfa3","resolution":{"observed_at":"2026-08-12T14:44:27.636636Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.417666Z","title":"A curiosity algorithm for robots based on the free energy principle,","venue":null,"work_id":"358315a6-b1c9-4f53-ba8e-8ea73fe16001","year":2022},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.643071Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:2d5638bbc44ec421f6aa6f63c3d81f48ade73bae4033194bb13e6b466b690b46","observation_id":"7978bfa8-373c-413d-9d9e-b0eef5a68f06","resolution":{"observed_at":"2026-08-12T14:44:29.425792Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.07473","last_updated":"2024-05-13T05:18:23Z","snapshot_observed_at":"2026-08-13T00:09:12.766345Z","submitted_at":"2024-05-13T05:18:23Z","title":"Intrinsic Rewards for Exploration without Harm from Observational Noise: A Simulation Study Based on the Free Energy Principle","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.07473","snapshot_observed_at":"2026-08-12T14:44:27.650433Z","title":"Intrinsic rewards for exploration without harm from observational noise: A simulation study based on the free energy principle,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.650433Z"},"links":{"cited_paper":"/paper/2405.07473","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:36e66f7da30b0e3fb204dfceddb1eb8f95b2e08a5576e11a9cd79609cf78a56b","observation_id":"be274e67-667e-4964-b8b2-43a6f242bb3c","resolution":{"observed_at":"2026-08-12T14:44:27.650433Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.385107Z","title":"Projective simulation for artificial intelligence,","venue":null,"work_id":"4a68c125-06ef-4235-b8ac-6399ce77951c","year":2012},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.657047Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:3d9e5b32a7c09dd4d11e126179f842cbf06515ed9d59dc0a232a212e07c4c9f7","observation_id":"340c72ee-9dc6-452c-a1d2-7182074345ba","resolution":{"observed_at":"2026-08-12T14:44:29.392080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2301.13669","last_updated":"2023-10-16T14:16:20Z","snapshot_observed_at":"2026-08-14T07:31:32.313450Z","submitted_at":"2023-01-31T14:38:33Z","title":"Towards interpretable quantum machine learning via single-photon quantum walks","version":2},"cited_work":{"arxiv_id":"2301.13669","doi":null,"metadata_source":"pith","pith_arxiv_id":"2301.13669","snapshot_observed_at":"2026-08-12T14:44:28.447605Z","title":"Towards interpretable quantum machine learning via single-photon quantum walks","venue":"quant-ph","work_id":"aeeb0119-02d4-4d8d-b223-537ddf6f001d","year":2023},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.669967Z"},"links":{"cited_paper":"/paper/2301.13669","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:e8079b22d98470a9883d0f9616f2d5e0cda432aaae28f676f51955c33599a6ca","observation_id":"2fa272cf-4ad6-40c1-9a8f-a1e7c1f2f719","resolution":{"observed_at":"2026-08-12T14:44:28.454920Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1803.10122","last_updated":"2018-05-09T09:06:27Z","snapshot_observed_at":"2026-07-31T21:36:45.596575Z","submitted_at":"2018-03-27T15:08:55Z","title":"World Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1803.10122","snapshot_observed_at":"2026-08-12T14:44:27.679237Z","title":"World models,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.679237Z"},"links":{"cited_paper":"/paper/1803.10122","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:970839b03b070b2d1e4f9c7ef4dbce707b2385ac7d1e924d893c747d10792ab9","observation_id":"1635a1d7-3104-45e8-b553-546db2d68609","resolution":{"observed_at":"2026-08-12T14:44:27.679237Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.328988Z","title":"Discovering and Achieving Goals via World Models,","venue":null,"work_id":"2fb0efdf-e3c3-4d21-96a7-9ff4fa7194e0","year":2021},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.685836Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:c3f6169f177dfb6d7282a80e036d66547347fd22e0819fee851c5194cd3b777a","observation_id":"18f2dbc4-3394-4e84-8c00-539438b2a0af","resolution":{"observed_at":"2026-08-12T14:44:29.338152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.304227Z","title":"What is Intrinsic Motivation? A Typology of Computational Approaches,","venue":null,"work_id":"0221a9ad-bd20-49ee-9744-49bb424a40ae","year":2007},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.691507Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:6009e250aff437fbc304cb8d8b5ed1a7dd74a082f6c8b9fb6f97ecdd1de09dc1","observation_id":"9fcea991-b9f1-4676-ba1f-3da666233a5a","resolution":{"observed_at":"2026-08-12T14:44:29.310440Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2004.08128","last_updated":"2020-09-28T21:04:16Z","snapshot_observed_at":"2026-08-13T22:59:03.284778Z","submitted_at":"2020-04-17T09:06:56Z","title":"Whence the Expected Free Energy?","version":5},"cited_work":{"arxiv_id":"2004.08128","doi":null,"metadata_source":"pith","pith_arxiv_id":"2004.08128","snapshot_observed_at":"2026-08-12T14:44:28.375717Z","title":"Whence the Expected Free Energy?","venue":"cs.AI","work_id":"e4f4d38e-a494-45a1-af4e-52cb2427c305","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.697563Z"},"links":{"cited_paper":"/paper/2004.08128","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:cc8540f7fd4b5ae94307ed2d15c866d3c08e9a80d2fe3089cc88e594d3f2b780","observation_id":"971ca9cf-62aa-49e2-a4f3-6d62dddf3d0b","resolution":{"observed_at":"2026-08-12T14:44:28.384134Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.277843Z","title":"Curiosity-Driven Exploration by Self-Supervised Predic- tion,","venue":null,"work_id":"cca51265-741a-47b2-8532-1db67688dc64","year":2017},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.703763Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:eeb7f4b89ed6388f88209f4eac6e642dab149acfe87c446fff346d1f28263fce","observation_id":"af78abda-b12f-427d-b1b0-76a2590b65b0","resolution":{"observed_at":"2026-08-12T14:44:29.288677Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.250462Z","title":"Active inference on discrete state-spaces: A synthesis,","venue":null,"work_id":"b9c80704-ec94-442f-94ed-bc8a097f331e","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.709418Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:a126afc24765872f223cf2db88a3d60f4b68fece2955e7a9a81b2a6190524ef2","observation_id":"fc724958-4ba7-43ec-ad54-0b3bcd3f4b77","resolution":{"observed_at":"2026-08-12T14:44:29.257806Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.220444Z","title":"On efficient computation in active inference,","venue":null,"work_id":"21f779fe-305b-4d53-9fd3-ecaf27ad032c","year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.716684Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:7b044756631a59557cd7f8fb65c58a155dd175d13c4ebc413abdb690ab36130e","observation_id":"53a7a631-f83b-407f-be09-d90f1e7701df","resolution":{"observed_at":"2026-08-12T14:44:29.227800Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.193595Z","title":"Sophisticated Inference,","venue":null,"work_id":"dc6be4e1-3815-491f-a2ba-cbce1b8a155c","year":2021},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.722876Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:4cd31d2472dd69a8c0f4350d8205020de24cbc3f79d6169dd3b4ffbab692bf23","observation_id":"35ccfae9-20fe-46ef-b910-14717d0cf425","resolution":{"observed_at":"2026-08-12T14:44:29.201228Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1405.5459","last_updated":"2014-05-21T15:51:18Z","snapshot_observed_at":"2026-08-14T23:33:12.623897Z","submitted_at":"2014-05-21T15:51:18Z","title":"Projective simulation applied to the grid-world and the mountain-car problem","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1405.5459","snapshot_observed_at":"2026-08-12T14:44:27.729507Z","title":"Projective simulation applied to the grid-world and the mountain-car problem,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.729507Z"},"links":{"cited_paper":"/paper/1405.5459","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:de19535552edff9a9fde653baffd3cb4b2035e1076c6942331e927b863eeb8f6","observation_id":"96eeda9c-de77-46a7-be7f-007f815dd947","resolution":{"observed_at":"2026-08-12T14:44:27.729507Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.167227Z","title":"Projective Simulation for Classical Learning Agents: A Comprehensive Investigation,","venue":null,"work_id":"49842e06-8a4a-4825-8e92-1525b6a7c195","year":2015},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.740450Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:51c1a287949d8a8bc80600c544a32eaa08bc10561d46633dcf826a51de7ea1e0","observation_id":"4af69dc7-9ced-4a81-b710-f22cac12d986","resolution":{"observed_at":"2026-08-12T14:44:29.173878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.359170Z","title":"How a Minimal Learning Agent can Infer the Existence of Unobserved Variables in a Complex Environment,","venue":null,"work_id":"9c79976e-d915-4724-8e86-f70cf44f3a9d","year":2023},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.747400Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:eb080da36c4154a474e81796f08d058ab4095a585f4694a6c3913db3dc6feb7b","observation_id":"fe2cd062-87f4-4908-99a8-dce4fdd6b642","resolution":{"observed_at":"2026-08-12T14:44:29.366377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.136292Z","title":"Projective simulation with generalization,","venue":null,"work_id":"74f8871f-5179-4fb3-b303-22babe1e6730","year":2017},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.752364Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:7b0f582a5fcd85ff18a3c98528341602e8712c4b95bfefe150f11903a0fbe583","observation_id":"fdbd23ed-c832-4177-85b8-dce7f7e93a37","resolution":{"observed_at":"2026-08-12T14:44:29.144823Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2402.10192","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.291949Z","title":"Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias,","venue":null,"work_id":"0632e942-f064-41df-b954-edfa4b65eb33","year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.759983Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:4b32af608cd3c5be4300b837893f33ffc3e24bc49a40fea46a0032f126ff78a8","observation_id":"396f488c-a7c1-45ce-bf18-a07ce571dac1","resolution":{"observed_at":"2026-08-12T14:44:28.307694Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1910.12760","last_updated":"2020-09-22T17:32:44Z","snapshot_observed_at":"2026-08-14T14:38:13.675367Z","submitted_at":"2019-10-28T15:41:19Z","title":"Quantum enhancements for deep reinforcement learning in large spaces","version":2},"cited_work":{"arxiv_id":"1910.12760","doi":null,"metadata_source":"pith","pith_arxiv_id":"1910.12760","snapshot_observed_at":"2026-08-12T14:44:28.180598Z","title":"Quantum enhancements for deep reinforcement learning in large spaces","venue":"quant-ph","work_id":"9aa4a18f-6a88-47bb-80c4-6d7fc563b994","year":2019},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.766168Z"},"links":{"cited_paper":"/paper/1910.12760","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:670ebb8fb386dccee01fa05c294989a1e006b2b81b4e5de4d96ed97edfdb0c33","observation_id":"2baba675-604d-4977-9c6e-e24c766c2d63","resolution":{"observed_at":"2026-08-12T14:44:28.189508Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.110567Z","title":"Skill Learning by Autonomous Robotic Playing Using Active Learning and Exploratory Behavior Composition,","venue":null,"work_id":"9a17cab3-76f6-449f-b3b6-fe2304a5a673","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.774218Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:479d7e84a3e98b5ff3d5b86e7dc9409c09b24249801e15ed778386431a148be3","observation_id":"ded9b942-f4f6-4982-b7a2-427f705e3774","resolution":{"observed_at":"2026-08-12T14:44:29.117264Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.082679Z","title":"Development of swarm behavior in artificial learning agents that adapt to different foraging environments,","venue":null,"work_id":"14ca177a-52b9-4612-abc8-9b7e2af325dc","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.781933Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:bef8119ca7177d567ff21d8b15af4818ebb28f63096d97607db5f1f75d860f1e","observation_id":"2d7f0f85-7dda-40de-b750-1f8d8b5aa96c","resolution":{"observed_at":"2026-08-12T14:44:29.090466Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2010.07326","last_updated":"2020-10-14T18:00:50Z","snapshot_observed_at":"2026-08-13T21:19:57.962764Z","submitted_at":"2020-10-14T18:00:50Z","title":"Collective defense of honeybee colonies: experimental results and theoretical modeling","version":1},"cited_work":{"arxiv_id":"2010.07326","doi":null,"metadata_source":"pith","pith_arxiv_id":"2010.07326","snapshot_observed_at":"2026-08-12T14:44:28.136477Z","title":"Collective defense of honeybee colonies: experimental results and theoretical modeling","venue":"q-bio.PE","work_id":"3cfa3a94-da85-4b8a-8a78-7f0fa818ab00","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.795363Z"},"links":{"cited_paper":"/paper/2010.07326","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:10fce135a8ce555c48f78f09578459747495e32a1766bc3dd99735f22e147088","observation_id":"bd85ec5c-5850-484d-b189-036c18e29253","resolution":{"observed_at":"2026-08-12T14:44:28.145809Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.062968Z","title":"Adaptive quantum computation in changing environments using projective simulation,","venue":null,"work_id":"485b77d5-cafa-4d83-ad3b-d08fe3d71219","year":2015},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.810192Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:7ecb4d856b9ac63202cb611e9bd5aae7b77c68fb43c34114fa989106c8e503a6","observation_id":"50441b3e-bb99-4f82-a7c3-2abcb3519f03","resolution":{"observed_at":"2026-08-12T14:44:29.068069Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2212.12743","last_updated":"2022-12-24T14:52:22Z","snapshot_observed_at":"2026-08-13T13:14:46.063609Z","submitted_at":"2022-12-24T14:52:22Z","title":"Automated Gadget Discovery in Science","version":1},"cited_work":{"arxiv_id":"2212.12743","doi":null,"metadata_source":"pith","pith_arxiv_id":"2212.12743","snapshot_observed_at":"2026-08-12T14:44:28.099158Z","title":"Automated Gadget Discovery in Science","venue":"quant-ph","work_id":"52626efd-333e-48e7-9ad4-f4db8f7a59f7","year":2022},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.815559Z"},"links":{"cited_paper":"/paper/2212.12743","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:b16fb0bae3fe22093b6dc5d4ccd6a3d1391caf5638c8b52ba5f95b932da14227","observation_id":"59be59c4-a29c-4565-b4b4-12319f9da956","resolution":{"observed_at":"2026-08-12T14:44:28.105742Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1905.00507","last_updated":"2019-05-15T18:01:40Z","snapshot_observed_at":"2026-08-14T16:38:33.705519Z","submitted_at":"2019-05-01T21:29:14Z","title":"Learning higher-order sequential structure with cloned HMMs","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1905.00507","snapshot_observed_at":"2026-08-12T14:44:27.822314Z","title":"Learning higher-order sequential structure with cloned HMMs,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.822314Z"},"links":{"cited_paper":"/paper/1905.00507","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:f500275237a3386d44db1f8105d57c230f937df88a3c56f3f89e7d74a40264da","observation_id":"3515c35e-4a0d-4ba6-9456-5bd843926503","resolution":{"observed_at":"2026-08-12T14:44:27.822314Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.042898Z","title":"Graph schemas as abstractions for transfer learning, inference, and planning,","venue":null,"work_id":"cee60078-ad92-474c-88ea-583b60ce20e8","year":null},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.828264Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:2c372bdea42dc32cdfe17513f38f296618770cbf21494a88cd7ccc6afa1f32a8","observation_id":"d5e1c2e1-cb0e-4f85-93c5-45c0ca7767f8","resolution":{"observed_at":"2026-08-12T14:44:29.048889Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:29.020895Z","title":"Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps,","venue":null,"work_id":"5fa4497f-d007-47a4-8f31-c4342fe8d53e","year":2021},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.835918Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:be6fa4c4ea810b87c394b7c4927f3c7e0161dc9b83e34757e0fab901472e6aaa","observation_id":"b2ac4015-1af8-429e-8cd4-65124d7313f1","resolution":{"observed_at":"2026-08-12T14:44:29.028080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.993374Z","title":"Free-Energy Minimization and the Dark-Room Problem,","venue":null,"work_id":"5eb1aefc-cfa8-4752-8d3e-a7808ffa268f","year":2012},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.845043Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:aa628cfef6890b87130d4e90b9cbd08cb5b330647b78dc33c97013b816b5edb9","observation_id":"ac21f31b-b5a3-4cf8-b597-3bcff9b8c7e3","resolution":{"observed_at":"2026-08-12T14:44:29.001237Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.962132Z","title":"Improving Generalization for Temporal Difference Learning: The Successor Representation,","venue":null,"work_id":"81098b8f-5c25-4e70-9ca2-098ba9c1ecb1","year":1993},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.855463Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:1d6fc6d67a37fa2fdbfd6c6460e1e9bc34d06448a398dedcedd0320c146d7b67","observation_id":"4962db3f-34a9-48de-b31c-2b48b1e5593b","resolution":{"observed_at":"2026-08-12T14:44:28.969890Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.933452Z","title":"Predictive representations can link model-based reinforcement learning to model-free mechanisms,","venue":null,"work_id":"83f7bda7-16de-4234-96d7-07c059255465","year":2017},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.865443Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:7e40dc3a9f028dcd0227385b7211eca5fa1fa0c60ee7210c4af97f17a4dfeb7e","observation_id":"16a76823-4673-48ae-8d89-a11969412611","resolution":{"observed_at":"2026-08-12T14:44:28.942597Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.906310Z","title":"The successor representation in human reinforcement learning,","venue":null,"work_id":"15034328-46d1-43d2-8991-1e34faa182ec","year":2017},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.873902Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:badc3c51c8ce636923dc13bfc239bad716afebb16d5e08a4c6350095feb83b63","observation_id":"058e568e-bf01-468c-9d3d-67f57c244923","resolution":{"observed_at":"2026-08-12T14:44:28.913386Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.876431Z","title":"Are animals stuck in time?,","venue":null,"work_id":"4aa603d6-9166-4657-b8f6-ba30742cec0f","year":2002},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.881011Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:f3ebed75dea293bd5fc9ade507b795c0cafadbf7b063564c319595d5ac3414a2","observation_id":"aec5ae78-1a14-40b1-bb74-6146f04b6d3e","resolution":{"observed_at":"2026-08-12T14:44:28.883741Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.06542","last_updated":"2024-08-13T00:32:05Z","snapshot_observed_at":"2026-08-12T23:04:37.829677Z","submitted_at":"2024-08-13T00:32:05Z","title":"Value of Information and Reward Specification in Active Inference and POMDPs","version":1},"cited_work":{"arxiv_id":"2408.06542","doi":null,"metadata_source":"pith","pith_arxiv_id":"2408.06542","snapshot_observed_at":"2026-08-12T14:44:28.030882Z","title":"Value of Information and Reward Specification in Active Inference and POMDPs","venue":"cs.AI","work_id":"7420fe3c-4512-481d-902a-75d68b7e448a","year":2024},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.888713Z"},"links":{"cited_paper":"/paper/2408.06542","citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:fe9fff0277e0d01779d8ca9ffe89abc7c53b8a32b8c1aebf6c4c909e797ec7fa","observation_id":"089435e0-1a1a-4c70-9ad6-a13e828ef7b8","resolution":{"observed_at":"2026-08-12T14:44:28.040370Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.851604Z","title":"The Nature of Reinforcement in Cerebellar Learning,","venue":null,"work_id":"8b033c01-e72d-45d4-832e-c8bad60275d5","year":1998},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.898114Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:83277e86c45c6ff0ce5da5b52bf60a521f237ef6d68a36def654d1b41e853f82","observation_id":"2d827d2e-a342-4f8e-995f-6a07bdbb85a7","resolution":{"observed_at":"2026-08-12T14:44:28.860596Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.824985Z","title":"Neocortex-Cerebellum Circuits for Cognitive Processing,","venue":null,"work_id":"33765bcd-e0e4-4df8-a7b0-43af9cdfdf83","year":2020},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.904977Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:8219802762c8861cbc6455fd97b9bcc65667473dffd4aa02d9d734c241c2ee8c","observation_id":"3fd00fbc-13be-4a37-becd-0dc69dd65532","resolution":{"observed_at":"2026-08-12T14:44:28.833261Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.797320Z","title":"Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects,","venue":null,"work_id":"fede1b14-9513-4999-80e1-c46812ee0a42","year":1999},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.912905Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:4d4c8c9a4e4e1797a3604b1926ac479edce51f1e93611eec831442d29a6463aa","observation_id":"db96b15b-792c-4aed-96de-8fca212c5632","resolution":{"observed_at":"2026-08-12T14:44:28.806605Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.771566Z","title":"Curiosity-Bottleneck: Exploration By Distilling Task- Specific Novelty,","venue":null,"work_id":"1ffc3190-f4f8-4601-9f4a-dce185765e8e","year":2019},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.918043Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:f05d194ba76fe16da25ece57bc0d520ad3930d5a5bfaa83dce51324cab5017e6","observation_id":"37865576-15c8-4e52-b169-d25670617900","resolution":{"observed_at":"2026-08-12T14:44:28.781110Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.745369Z","title":"Unifying Count-Based Exploration and Intrinsic Motivation,","venue":null,"work_id":"81980287-1182-4af3-8dc3-54c3386e901f","year":2016},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.924605Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:9f355d1a2dee2d39bdda765ecbf9e70c39b40a1ebc2417a2ad5f1f21cfa1076d","observation_id":"72e19d22-9ea4-4e1b-90e5-72064b85954a","resolution":{"observed_at":"2026-08-12T14:44:28.753225Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.722183Z","title":"A rubric for human-like agents and NeuroAI,","venue":null,"work_id":"dba4f2f5-e300-4deb-8412-b3e403062cbf","year":2023},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.931114Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:b49d83565c6ae95607c60758a0937688bb4851c8216dfa72ca93b8df3aaf9e5f","observation_id":"f281a388-fbeb-4ef9-b4b4-c402eed573ac","resolution":{"observed_at":"2026-08-12T14:44:28.729151Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:28.700805Z","title":"How to build a cognitive map,","venue":null,"work_id":"fdd87076-1fb5-48cb-b9e5-2b27b6ca3b0a","year":2022},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.937487Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:c232e25d50bb212b9ec12ce40182a51328b85ae51b3aac90b7c1d221b4078717","observation_id":"32058794-0c8d-4666-b46a-59604f7f5c28","resolution":{"observed_at":"2026-08-12T14:44:28.706961Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T14:44:27.620975Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-12T14:44:27.620975Z"},"links":{"citing_paper":"/paper/2411.14991"},"observation_digest":"sha256:ba911e3acf9a94dffdc7bcd1a9ed347cc30126fe3bf832893f6d9a36ddefa2c5","observation_id":"fef660a5-8685-405b-91dc-5a59646a1625","resolution":{"observed_at":"2026-08-12T14:44:27.620975Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2411.14991","last_updated":"2024-11-22T15:01:44Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-12T19:51:10.238255Z","submitted_at":"2024-11-22T15:01:44Z","title":"Free Energy Projective Simulation (FEPS): Active inference with interpretability"},"reference_resolution":{"displayed":68,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":7,"verified_fuzzy":51},"total_outbound_references":68},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 1 inbound Pith citation observation for arXiv:2411.14991."}