{"as_of":"2026-08-10T17:56:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8cc82f4e308b69374df6dd4145a0a3067f4e799ed8db8fe07a2abbd192dffdc9","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T22:51:56.043847Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2511.08436/citation-record","integrity":"/paper/2511.08436/integrity","json":"/paper/2511.08436/citation-record.json","paper":"/paper/2511.08436"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:55.984694Z","title":"Electrolocation of capacitive objects in four species of pulse-type weakly electric fish: Ii","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:55.984694Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:c8eb24f4528dec6dd7061048a461e673c3573d956c0cec6f2f69b5f7e3f12691","observation_id":"466c32cc-a79c-4c32-8e53-38a6e1630655","resolution":{"observed_at":"2026-08-03T22:51:55.984694Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:55.988077Z","title":"Active electrolocation of objects in weakly electric fish.Journal of experimental biology, 202(10):1205–1215, 1999","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:55.988077Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:fd77b1e67acf48573970d86b5baf13fb730a2b2a8881f85317163ae09f0d8ff1","observation_id":"2fd6b7c7-5a17-4efe-9a16-34bc9465c22d","resolution":{"observed_at":"2026-08-03T22:51:55.988077Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:55.990616Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:55.990616Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:f92356945eee01919838ef763dcf7ebbc1365e02efe3c4b98288b0c5433251bc","observation_id":"99eb8345-ec20-4bd6-b9f7-e3c8a07f85e0","resolution":{"observed_at":"2026-08-03T22:51:55.990616Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:55.993051Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:55.993051Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:2a11f376f34ff2e5ee800986092887234186ce3d52db044fce694b7a37a48ab0","observation_id":"0bceee57-633a-45b0-9a72-c4ecbb330296","resolution":{"observed_at":"2026-08-03T22:51:55.993051Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:55.995506Z","title":"A conceptual modeling of flocking-regulated multi-agent reinforcement learning","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:55.995506Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:337f8b0d7671816614d3ab724c9910bf2dcab2f9fb15872290942358a7adc7ca","observation_id":"62e4a6ef-e8dc-45f2-9d16-1654aaaaad13","resolution":{"observed_at":"2026-08-03T22:51:55.995506Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:55.998171Z","title":"Multiagent planning and control for swarm herding in 2-d obstacle environments under bounded inputs.IEEE Transactions on Robotics, 37(6):1956–1972, 2021","venue":null,"work_id":null,"year":1956},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:55.998171Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:09bbb2ca3c443eafbbab3e51386e81a1403167d5a8fb4f4d6f5633e342792251","observation_id":"583b4029-f29b-4467-918c-c69ec7204481","resolution":{"observed_at":"2026-08-03T22:51:55.998171Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.000776Z","title":"Collaborative hunting in artificial agents with deep reinforcement learning.Elife, 13:e85694, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.000776Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:348b345b80df557b7fb2614a69594a34783851ff47bc56290f20acb294992102","observation_id":"1e5497dc-11f9-411d-ab05-5d87595ff799","resolution":{"observed_at":"2026-08-03T22:51:56.000776Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.003045Z","title":null,"venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.003045Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:9fe9e45104244bbdfb98761417a0c344767970c4f25716446f3460215febc5b1","observation_id":"c153fdf5-bddb-4dad-a304-c6bc2c2320bd","resolution":{"observed_at":"2026-08-03T22:51:56.003045Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.005315Z","title":"The animal translators.The New York Times, Aug 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.005315Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:bc7ed89f0b90976d947d8f00aaae41c559fa9128ffc557e6aa0c130c2b188d31","observation_id":"81512a21-8d80-4af6-b4b9-5eb89a890e9e","resolution":{"observed_at":"2026-08-03T22:51:56.005315Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.007532Z","title":"Bronstein, Roee Diamant, Denley Delaney, Shane Gero, Shafi Goldwasser, David F","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.007532Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:ff536c6e61fe788c9491d08d860d92a3bfa2e8832d57c71704c8f4b7c4414a44","observation_id":"0f0a8fe8-c4e8-4d3b-bf09-691a4b8d8242","resolution":{"observed_at":"2026-08-03T22:51:56.007532Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.009754Z","title":"The young person’s guide to the theil index: Suggesting intuitive interpretations and exploring analytical applications","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.009754Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:4dd38b11ecbbc1b53d2e7104ee74bd5e22b1860fa3da1ca20a9277d290ac92d6","observation_id":"2f372bf6-e74a-4452-88b7-4a72549d3666","resolution":{"observed_at":"2026-08-03T22:51:56.009754Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.012005Z","title":"House, Rudiger Krahe, and Mark E","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.012005Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:55ec71613a7b895e6e1c39043bff319aa56238f3532b3fb52f019d9d4e8c3e17","observation_id":"465521e6-faac-4607-81d8-4ea9b7f26b25","resolution":{"observed_at":"2026-08-03T22:51:56.012005Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1707.06347","last_updated":"2017-08-28T09:20:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2017-07-20T02:32:33Z","title":"Proximal Policy Optimization Algorithms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.06347","snapshot_observed_at":"2026-08-03T22:51:56.014228Z","title":"Proximal policy optimization algorithms.arXiv preprint arXiv:1707.06347, 2017","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.014228Z"},"links":{"cited_paper":"/paper/1707.06347","citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:52f0bcd8a76fff864b67a6b131548b2af3c3eda9dbb04f9b24ad9dc7d6a49d73","observation_id":"3b947180-0394-403c-ac52-123aeb2075ad","resolution":{"observed_at":"2026-08-03T22:51:56.014228Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.05038","last_updated":"2022-06-05T01:19:29Z","snapshot_observed_at":"2026-08-09T03:05:57.653557Z","submitted_at":"2021-10-11T07:09:14Z","title":"Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.05038","snapshot_observed_at":"2026-08-03T22:51:56.016926Z","title":"Recurrent model-free rl is a strong baseline for many POMDPs.arXiv preprint arXiv:2110.05038, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.016926Z"},"links":{"cited_paper":"/paper/2110.05038","citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:9c8d8e3010af1aca6806c66cd767ed016e508ba7b58d3276d79897fb121a1553","observation_id":"ac32d414-1f4a-4eb3-ab82-9f50314332d1","resolution":{"observed_at":"2026-08-03T22:51:56.016926Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.019434Z","title":"The surprising effectiveness of PPO in cooperative multi-agent games.Advances in Neural Information Processing Systems, 35:24611–24624, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.019434Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:01f82db1bf4e01383728b5aabf922311365dc19f034466194c771fd4d178ef03","observation_id":"d309976c-6dce-41cc-9ef4-e1342c6f54cc","resolution":{"observed_at":"2026-08-03T22:51:56.019434Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.021777Z","title":"Electric organ discharge patterns during group hunting by a mormyrid fish.Proceedings of the Royal Society B: Biological Sciences, 272(1570):1305–1314, July 2005","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.021777Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:8cc0dce6d15afb3ff86bd4f88ca850223a5d680c3a2d7155bacb15bee6819fb5","observation_id":"e8bdcbf5-23a3-4f91-b278-b3b2dc21649d","resolution":{"observed_at":"2026-08-03T22:51:56.021777Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.023927Z","title":"Carlson and Carl D","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.023927Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:c5804483b1a240a9b22c0c6015a06d9941638271c1433df4ea60c2da417c00de","observation_id":"c662fa1a-b29f-4282-9203-6353ca608bb6","resolution":{"observed_at":"2026-08-03T22:51:56.023927Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.026106Z","title":"Proposal: Deciphering electrocommunication with marl and unsupervised machine translation","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.026106Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:ddff3223049d8b87db20d8a0f158097a6f90d0cdb059be21443276da4f837866","observation_id":"9127bfe8-b59c-4b13-921f-700ff14e12a9","resolution":{"observed_at":"2026-08-03T22:51:56.026106Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.028184Z","title":"A theory of unsupervised translation motivated by understanding animal communication.Advances in Neural Information Processing Systems, 36:37286–37320, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.028184Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:a28ad121e7b50539b435fbcfde71dd9ca00073cff6041bb393ca0ef6d164ba9e","observation_id":"bad9fbf1-4294-43da-8b74-348c6571c789","resolution":{"observed_at":"2026-08-03T22:51:56.028184Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.030363Z","title":"Unsupervised translation of emergent communication","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.030363Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:a511cc7dc976ecec1f071babf4168a8624b4a95339ca96a0d23368b4df654fd0","observation_id":"a5f081df-1171-49b1-8950-b3a0ff2757c5","resolution":{"observed_at":"2026-08-03T22:51:56.030363Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2510.03699","last_updated":"2025-10-04T06:40:32Z","snapshot_observed_at":"2026-08-08T23:55:17.091848Z","submitted_at":"2025-10-04T06:40:32Z","title":"Dissecting Larval Zebrafish Hunting using Deep Reinforcement Learning Trained RNN Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.03699","snapshot_observed_at":"2026-08-03T22:51:56.032563Z","title":"Dissecting larval zebrafish hunting using deep reinforcement learning trained rnn agents.arXiv preprint arXiv:2510.03699, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.032563Z"},"links":{"cited_paper":"/paper/2510.03699","citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:8955fdf082656022f990fd4391702766efc1ebdf22e1952f40c0fe5ce5b0e718","observation_id":"9c2040fc-eee6-4677-b118-2e54eecfe716","resolution":{"observed_at":"2026-08-03T22:51:56.032563Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.035224Z","title":"Inputdsa: Demixing then comparing recurrent and externally driven dynamics.arXiv preprint arXiv:2510.25943, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.035224Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:06bc8745f87011688b98134022572d6757ff7424d8ae8158aa060ffdfca43fa3","observation_id":"9cf01d96-3a36-4a93-bcb9-7a3ca090c663","resolution":{"observed_at":"2026-08-03T22:51:56.035224Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.037316Z","title":"Learning dynamics and the geometry of neural dynamics in recurrent neural controllers","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.037316Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:6d6de176ec7bd19901f2721b99341871a3938b71d77960a5ea74ef5ec130ee59","observation_id":"21567b74-70a6-4e9c-b493-af85216329a2","resolution":{"observed_at":"2026-08-03T22:51:56.037316Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.039629Z","title":"Measuring and controlling solution degeneracy across task-trained recurrent neural networks.ArXiv, pages arXiv–2410, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.039629Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:78e55294d4b1d12fe30ce4a094303cbe1791a90001f10e9a5febb83526922516","observation_id":"da8216fe-ea53-4a06-a37c-0ccbb827c276","resolution":{"observed_at":"2026-08-03T22:51:56.039629Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.041743Z","title":"Keep it real: rethinking the primacy of experimental control in cognitive neuroscience.NeuroImage, 222:117254, 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.041743Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:f06e10ddc4c55d442f17c640260e8fd2c56361aab4f59606cf4f615ed215de23","observation_id":"56809ff0-d2f9-4f2d-9978-deed2cdc8a71","resolution":{"observed_at":"2026-08-03T22:51:56.041743Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T22:51:56.043847Z","title":"Keypoint annotation for electrocommu- nication source separation with pikachu and raichu","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-03T22:51:56.043847Z"},"links":{"citing_paper":"/paper/2511.08436"},"observation_digest":"sha256:91c6a62a23f866dd7ef69ea51b43cac81d2b5892401271cd34815f7f75b95579","observation_id":"c012deca-2db9-475c-93f1-ebb5e4fe0a39","resolution":{"observed_at":"2026-08-03T22:51:56.043847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2511.08436","last_updated":"2026-07-19T21:08:10Z","latest_version":2,"primary_category":"cs.NE","snapshot_observed_at":"2026-08-08T23:55:29.165706Z","submitted_at":"2025-11-11T16:38:48Z","title":"Active Electrosensing and Communication in MARL-trained Weakly Electric Fish Collectives"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":26,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":26},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2511.08436."}