{"as_of":"2026-08-19T22:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:33226f69622b12a06a69f1891fe1ad38666bc5304f7e1e1ffa2ac101f5bd9251","coverage":[{"denominator":47,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":47,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T18:14:34.022393Z","state":"measured"},{"denominator":49,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":49,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T00:03:42.773863Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-18T17:06:39.792832Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.12042","snapshot_observed_at":"2026-08-16T00:03:42.773863Z","title":"Fast convergence of softmax policy mirror ascent","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.03155","last_updated":"2025-05-06T04:03:06Z","snapshot_observed_at":"2026-08-19T07:09:04.799423Z","submitted_at":"2025-05-06T04:03:06Z","title":"Rethinking the Global Convergence of Softmax Policy Gradient with Linear Function Approximation","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-16T00:03:42.773863Z"},"links":{"cited_paper":"/paper/2411.12042","citing_paper":"/paper/2505.03155"},"observation_digest":"sha256:19e899b3599954952629c6a77c1fa85681e5b6e2da8c504d88f9b83b6b1dd539","observation_id":"017f6773-78ec-4469-8583-c51a848f6326","resolution":{"observed_at":"2026-08-16T00:03:42.773863Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"cited_work":{"arxiv_id":"2411.12042","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.12042","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Throughout this paper, we assume that the state and action spaces are finite but potentially large","venue":null,"work_id":"d951d3a6-f403-4e2e-8a66-74cd7ba8c231","year":2021},"citing_paper":{"arxiv_id":"2509.09838","last_updated":"2026-05-11T21:29:26Z","snapshot_observed_at":"2026-08-17T03:13:48.374680Z","submitted_at":"2025-09-11T20:34:08Z","title":"Dissecting Discrete Soft Actor-Critic: Limitations and Principled Alternatives","version":2},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-05-18T17:05:36.100114Z"},"links":{"cited_paper":"/paper/2411.12042","citing_paper":"/paper/2509.09838"},"observation_digest":"sha256:c5245ac2a117599efa005e7bb44b1281e857ca30ef4a08dd1b4353f82a410b01","observation_id":"065eb7dd-088f-40d7-bef6-3af145d2f281","resolution":{"observed_at":"2026-05-18T17:06:39.798166Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2411.12042/citation-record","integrity":"/paper/2411.12042/integrity","json":"/paper/2411.12042/citation-record.json","paper":"/paper/2411.12042"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T18:14:34.743594Z","title":"M., Lee, J","venue":null,"work_id":"bd5da352-f84f-45aa-bf29-7314384cd075","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.776566Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:4a3cd6b86e58022d8992a783a573b5ae50f50f7392126f121a0305eed98ffb32","observation_id":"a3c053ad-f6ac-4f6d-b47e-6e185c3ad9df","resolution":{"observed_at":"2026-08-12T18:14:34.748408Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2209.15382","last_updated":"2023-03-13T18:33:28Z","snapshot_observed_at":"2026-08-17T15:57:57.616186Z","submitted_at":"2022-09-30T11:17:44Z","title":"Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2209.15382","snapshot_observed_at":"2026-08-12T18:14:33.781550Z","title":"and Rebeschini, P","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.781550Z"},"links":{"cited_paper":"/paper/2209.15382","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:29afec623bd6b6f7fe001c0fca2a3475947553761d39e01b357a802b09fed768","observation_id":"3357b500-5668-4650-91dd-07ab367e5a32","resolution":{"observed_at":"2026-08-12T18:14:33.781550Z","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":"2026-08-12T18:14:33.786449Z","title":null,"venue":null,"work_id":null,"year":1966},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.786449Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:c77e64ba20c649c5c02c76e65b6b0f32a7d032ab0aeb3637ede1a28fb1a607ec","observation_id":"bd148989-a4f5-44ec-b21c-2b7b33b9357e","resolution":{"observed_at":"2026-08-12T18:14:33.786449Z","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":"2026-08-12T18:14:34.720393Z","title":"and Teboulle, M","venue":null,"work_id":"4371eca4-42a3-49f0-9cbe-8ce12605d859","year":2003},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.795655Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:cbdd855f36b94705d19d3260405fd19e18178228a09c9d1aa9649c233c07ea1f","observation_id":"14887510-5565-4ec5-95e3-7aab0f328d9a","resolution":{"observed_at":"2026-08-12T18:14:34.725457Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:33.800008Z","title":"G., Naddaf, Y., Veness, J., and Bowling, M","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.800008Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:fe7ca4734f236282d9e7bcd98d30266d9b797b6988519bd0ee9b58a6cef25315","observation_id":"08d08f29-50a7-40c8-941e-947d350bc5ec","resolution":{"observed_at":"2026-08-12T18:14:33.800008Z","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":"2026-08-12T18:14:34.691723Z","title":"and Russo, D","venue":null,"work_id":"8ed88cd4-cf53-4c78-9f43-dece33dd64cd","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.806658Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:398a24fccd51f2ecd24f9d944c5ca05827a30627e79473c42cd28e65bcd38457","observation_id":"6690fdf7-126b-45a7-8987-93b320606440","resolution":{"observed_at":"2026-08-12T18:14:34.699474Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1606.01540","last_updated":"2016-06-05T17:54:48Z","snapshot_observed_at":"2026-08-13T12:26:05.192883Z","submitted_at":"2016-06-05T17:54:48Z","title":"OpenAI Gym","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1606.01540","snapshot_observed_at":"2026-08-12T18:14:33.813858Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.813858Z"},"links":{"cited_paper":"/paper/1606.01540","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:afcd1d8a2294d628930901dabf29215cceaf4ed6b83fda77d803177b118e761b","observation_id":"d7f3876e-ea97-4e57-92b3-1acbb23b3c74","resolution":{"observed_at":"2026-08-12T18:14:33.813858Z","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":"2026-08-12T18:14:33.818988Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.818988Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:552d66aa9f3405cf25224ed8868200688a280771a8b25ccd2d20cd82748139e8","observation_id":"fec2680c-2b81-4849-825d-067de8817976","resolution":{"observed_at":"2026-08-12T18:14:33.818988Z","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":"2026-08-12T18:14:34.670323Z","title":null,"venue":null,"work_id":"0011af20-c0b2-4777-9a45-07795cae3688","year":2007},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.822977Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:04343d2510b195c54ef6c6f61fb0ff521d88f7770123df208244a739ca28954a","observation_id":"3b155785-18e9-4da6-9245-6f945e7c45c6","resolution":{"observed_at":"2026-08-12T18:14:34.674555Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.657066Z","title":null,"venue":null,"work_id":"477c3b70-e7da-4820-8dca-74201c0da925","year":2023},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.827163Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:e686be966d703eec6127d6b676cf5859c8dd096ed7d2cf0e6bbbd5ae2c52abf8","observation_id":"3e45bd1c-4143-4049-81ec-72a2c8377a18","resolution":{"observed_at":"2026-08-12T18:14:34.661267Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.641620Z","title":null,"venue":null,"work_id":"fe3c8395-6126-4f38-b0b9-0ea34b829b09","year":2019},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.831787Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:0fc402147cf6a9f68be5954d277807080bfa1201c5923ce71d0d3e9c0b9e2beb","observation_id":"77a65553-aa41-4cea-bde1-d3d7cbe4fcf1","resolution":{"observed_at":"2026-08-12T18:14:34.647023Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:33.837852Z","title":"and Schapire, R","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.837852Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:307b7d95bdaeb955243bb5154b7b8999c7cc34d66fe9df665d8b0eaddd0d2f21","observation_id":"0b8a3792-5176-48be-89e3-3a3279690797","resolution":{"observed_at":"2026-08-12T18:14:33.837852Z","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":"2026-08-12T18:14:33.842130Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.842130Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:a109aded27dd77682e5373c99ad4be537a4e7b41a02155b42e88d54767407276","observation_id":"07d8062e-a13f-4e9f-a6b9-55bc21451a73","resolution":{"observed_at":"2026-08-12T18:14:33.842130Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.11381","last_updated":"2023-11-21T20:17:40Z","snapshot_observed_at":"2026-08-16T15:53:32.486360Z","submitted_at":"2023-02-22T13:55:08Z","title":"Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes","version":3},"cited_work":{"arxiv_id":"2302.11381","doi":null,"metadata_source":"pith","pith_arxiv_id":"2302.11381","snapshot_observed_at":"2026-08-12T18:14:34.310847Z","title":"Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes","venue":"math.OC","work_id":"e4828a2b-3d08-4d46-832f-e5e34b8731bd","year":2023},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.846627Z"},"links":{"cited_paper":"/paper/2302.11381","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:437b6ebedddde3ae851083c593a7705c53d3752ca9134b3d2f63d3510013af9f","observation_id":"6c8f7ed3-fe69-4344-9617-fff8f035a7e3","resolution":{"observed_at":"2026-08-12T18:14:34.316893Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.608776Z","title":null,"venue":null,"work_id":"3578e1c7-d964-4536-a6ae-87082c917184","year":2001},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.850541Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:b37d29d423fb5151e52e5b492538016610146cb20f38d59454ec782a92ec87ea","observation_id":"7c0dcf84-426e-490f-8ce0-f96ba50ce46b","resolution":{"observed_at":"2026-08-12T18:14:34.613390Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.595866Z","title":"R., Varma, S","venue":null,"work_id":"0b7919ae-54e5-4618-9799-746fed180115","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.855018Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:328f1504ed42ce97a8004d5ae01744f66f90b4aee4736b1bfc1721965990e7ef","observation_id":"d73f7b5c-865b-46f4-bf64-cabfc7d9613a","resolution":{"observed_at":"2026-08-12T18:14:34.599970Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.583896Z","title":null,"venue":null,"work_id":"e2ad4bd3-63ab-4161-822a-e4b404db6eb9","year":2000},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.860431Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:f6437f6162090b0a6905f4265c4380fbb82fb8966097e951cb8599c73b6c8b27","observation_id":"60f1ad74-fd32-46e3-8f51-2d34c8646045","resolution":{"observed_at":"2026-08-12T18:14:34.587710Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2201.02373","last_updated":"2024-11-19T22:08:01Z","snapshot_observed_at":"2026-08-18T01:20:36.553356Z","submitted_at":"2022-01-07T09:16:03Z","title":"Mirror Learning: A Unifying Framework of Policy Optimisation","version":11},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2201.02373","snapshot_observed_at":"2026-08-12T18:14:33.865509Z","title":"G., de Witt, C","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.865509Z"},"links":{"cited_paper":"/paper/2201.02373","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:51e2e2750206a094fe9a0b3277b7e765eae4c7d6861d8eb1f1536ee70ed778fa","observation_id":"0e1df8ad-64ea-4313-969d-753ef1a06b23","resolution":{"observed_at":"2026-08-12T18:14:33.865509Z","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":"2026-08-12T18:14:34.570613Z","title":null,"venue":null,"work_id":"5b4eb9d7-a5aa-49b3-9627-14b18ceb8efe","year":2023},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.871761Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:57f35a05c65e949829691467f738cd112b67183272a3b717513d63ab1fc24ef6","observation_id":"2a69e35b-1280-40ec-bfe3-3a7b3df75d1f","resolution":{"observed_at":"2026-08-12T18:14:34.575300Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.02607","last_updated":"2023-06-08T17:39:05Z","snapshot_observed_at":"2026-08-16T15:57:30.585721Z","submitted_at":"2023-02-06T08:08:34Z","title":"Target-based Surrogates for Stochastic Optimization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.02607","snapshot_observed_at":"2026-08-12T18:14:33.876694Z","title":"W., Vaswani, S., Babanezhad, R., Schmidt, M., and Roux, N","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.876694Z"},"links":{"cited_paper":"/paper/2302.02607","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:71ec29bc18caab32cadf81dc498f5c501f819e4a876be57d32a0a5fd2f4ab578","observation_id":"014ad456-6b10-4f62-882e-d13082ecbd72","resolution":{"observed_at":"2026-08-12T18:14:33.876694Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2102.06234","last_updated":"2021-02-11T19:35:33Z","snapshot_observed_at":"2026-08-19T14:36:08.853872Z","submitted_at":"2021-02-11T19:35:33Z","title":"Optimization Issues in KL-Constrained Approximate Policy Iteration","version":1},"cited_work":{"arxiv_id":"2102.06234","doi":null,"metadata_source":"pith","pith_arxiv_id":"2102.06234","snapshot_observed_at":"2026-08-12T18:14:34.240235Z","title":"Optimization Issues in KL-Constrained Approximate Policy Iteration","venue":"cs.LG","work_id":"264fe695-42bb-4c2f-b9d8-8ea798aa52ba","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.882424Z"},"links":{"cited_paper":"/paper/2102.06234","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:75ef41afdb71d6ccf81227a61be2dd50ec99ee3039683b699c5a5c745cd62443","observation_id":"7f8938ac-71b1-42de-abd2-3a705b91283a","resolution":{"observed_at":"2026-08-12T18:14:34.247286Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.556205Z","title":"and Ying, Y","venue":null,"work_id":"738ceddd-380d-40c4-b05c-552cf17c4881","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.887551Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:6c115e5ebcd2a1c81da3a414380bb436e305cc2576be89dff12bb0db9feb0e27","observation_id":"2f050f03-c8a8-40c3-9040-b86366185b02","resolution":{"observed_at":"2026-08-12T18:14:34.561648Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.542904Z","title":null,"venue":null,"work_id":"6b5ff216-cf7b-4978-b8a0-47f5ff12bcba","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.892533Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:4f5e138b0b31491d9dbeb0a3de6a98431153b6589af7d1bc726482866762afc7","observation_id":"8739ef52-5eef-4ea2-943e-6ae5c0838a9d","resolution":{"observed_at":"2026-08-12T18:14:34.547184Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1906.10306","last_updated":"2023-02-27T21:48:13Z","snapshot_observed_at":"2026-08-18T05:07:27.096577Z","submitted_at":"2019-06-25T03:20:04Z","title":"Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.10306","snapshot_observed_at":"2026-08-12T18:14:33.898341Z","title":null,"venue":null,"work_id":null,"year":1906},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.898341Z"},"links":{"cited_paper":"/paper/1906.10306","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:8146e19669e9690f2a45a20260019c56f9d1e5b4900faaf883496c69e08083ab","observation_id":"64d04a35-fb84-4010-b8a6-5d133077290e","resolution":{"observed_at":"2026-08-12T18:14:33.898341Z","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":"2026-08-12T18:14:34.530208Z","title":null,"venue":null,"work_id":"a09f2450-e4a0-4b6d-8d3e-ee9efbd1efab","year":2022},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.904628Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:2709bb3ee31eb224e67d6daf81545cc9a19653ff719f2249b91f37ee06f98ec1","observation_id":"404610b2-b1a5-4817-8bc9-3c52aa031178","resolution":{"observed_at":"2026-08-12T18:14:34.534871Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.03372","last_updated":"2024-04-11T02:59:07Z","snapshot_observed_at":"2026-08-19T07:13:45.149219Z","submitted_at":"2024-04-04T11:16:16Z","title":"Elementary Analysis of Policy Gradient Methods","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.03372","snapshot_observed_at":"2026-08-12T18:14:33.908658Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.908658Z"},"links":{"cited_paper":"/paper/2404.03372","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:af184b117ebfc2b4214468c7110cdd61641565d65b0c332e728f759e5a81da24","observation_id":"424d28fb-95ab-41db-81b6-a38e67b46475","resolution":{"observed_at":"2026-08-12T18:14:33.908658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.13136","last_updated":"2024-09-30T07:03:48Z","snapshot_observed_at":"2026-08-19T07:13:44.170635Z","submitted_at":"2024-05-21T18:12:39Z","title":"Towards Principled, Practical Policy Gradient for Bandits and Tabular MDPs","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.13136","snapshot_observed_at":"2026-08-12T18:14:33.913866Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.913866Z"},"links":{"cited_paper":"/paper/2405.13136","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:7205a3b456ee369f053543b8d6b3a278358e24cd4c4b6ca0f7014b30bb3a672d","observation_id":"d60158d3-7e8d-4fdd-97bf-3e4258596999","resolution":{"observed_at":"2026-08-12T18:14:33.913866Z","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":"2026-08-12T18:14:34.515818Z","title":null,"venue":null,"work_id":"7e27dd7e-a6d5-42d3-b9c9-a7afd5d356bb","year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.918455Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:c811394e0ae90a46025dba6c7126f9f5b30e21b33c91d6a6ae286164dd75f9db","observation_id":"a453e5a3-1215-431e-a49a-c3a0dbe2e528","resolution":{"observed_at":"2026-08-12T18:14:34.520882Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.501114Z","title":null,"venue":null,"work_id":"1c6f3705-1364-48f3-984d-2bf7d8d44e6d","year":2020},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.923496Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:1143c478a3eb3c15e271808d3bb6d73f1d6fbf11f955669e9b6b96297b103a36","observation_id":"92a3449d-30c5-4f3e-a4d4-96a99004c354","resolution":{"observed_at":"2026-08-12T18:14:34.505527Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.486764Z","title":null,"venue":null,"work_id":"46ccf822-e990-41d6-99ea-ca27400d5547","year":2005},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.928911Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:be58cb5296ea9d8d3adb1a9f310144352273873960b77ab45b942e562c32ecd3","observation_id":"69af6d4d-132e-4332-9554-d3c69e4ae8e0","resolution":{"observed_at":"2026-08-12T18:14:34.492346Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2204.12446","last_updated":"2023-02-09T22:05:06Z","snapshot_observed_at":"2026-08-16T17:04:26.128677Z","submitted_at":"2022-04-26T17:05:57Z","title":"Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2204.12446","snapshot_observed_at":"2026-08-12T18:14:33.933242Z","title":"E., Haddadpour, F., Karbasi, A., and Kalogerias, D","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.933242Z"},"links":{"cited_paper":"/paper/2204.12446","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:f1e19c47425073d245c5155005dab96ac4bf3976b38a808e40d238b0c80852df","observation_id":"1181c378-9876-4d95-a2c3-b97a3868c653","resolution":{"observed_at":"2026-08-12T18:14:33.933242Z","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":"2026-08-12T18:14:33.939658Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.939658Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:364a532560b1f439c1332eda350de6503383f093c9d5579c355dcddca003ee00","observation_id":"cae0f7ef-6199-4c08-93bd-b7e00770dd58","resolution":{"observed_at":"2026-08-12T18:14:33.939658Z","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":"2026-08-12T18:14:33.943813Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.943813Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:0ae1c5d18d79285c07a09cb4275b29c706d90abdd5990b2ae6a2587dd4a2854e","observation_id":"3cb27979-50f6-4614-8acd-19dab8ae958d","resolution":{"observed_at":"2026-08-12T18:14:33.943813Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1502.05477","last_updated":"2017-04-20T18:04:12Z","snapshot_observed_at":"2026-08-15T12:05:11.299477Z","submitted_at":"2015-02-19T06:44:25Z","title":"Trust Region Policy Optimization","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1502.05477","snapshot_observed_at":"2026-08-12T18:14:33.947932Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.947932Z"},"links":{"cited_paper":"/paper/1502.05477","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:7c5ec953a4a0f2eb6d06a246a8532f2773277f8708d357ad888e4c341512179c","observation_id":"d6590298-3514-44d2-b36a-5cd44dc8bba7","resolution":{"observed_at":"2026-08-12T18:14:33.947932Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1506.02438","last_updated":"2018-10-20T18:55:07Z","snapshot_observed_at":"2026-08-15T05:06:05.489107Z","submitted_at":"2015-06-08T11:12:48Z","title":"High-Dimensional Continuous Control Using Generalized Advantage Estimation","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1506.02438","snapshot_observed_at":"2026-08-12T18:14:33.953555Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.953555Z"},"links":{"cited_paper":"/paper/1506.02438","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:2c5d34fc5523e680db20a8ffa2cefa06a078543452431fdb71b3145d95cfc44b","observation_id":"b6d58ca9-9f13-4b45-add8-56510bbae73e","resolution":{"observed_at":"2026-08-12T18:14:33.953555Z","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":"2026-08-15T20:26:32.102285Z","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":"2026-08-12T18:14:33.958842Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.958842Z"},"links":{"cited_paper":"/paper/1707.06347","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:efe9f345767ba3a9647f781f80d9ac9c4918e9ce5a8c9ef8499fdd0d9458bb1e","observation_id":"c3e4fd82-39d3-46c0-aa6c-70cd7e662e3f","resolution":{"observed_at":"2026-08-12T18:14:33.958842Z","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":"2026-08-12T18:14:34.456335Z","title":null,"venue":null,"work_id":"8893c70f-77a4-433a-aa10-88b5e8614eff","year":2020},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.963179Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:3cf6c03480f107d8267c71da656c1f43cc9a088b6a1b55cd9d653bee3c8fbed3","observation_id":"4d260f0d-2beb-4ffe-be62-41e9426ff7bf","resolution":{"observed_at":"2026-08-12T18:14:34.460937Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:33.968322Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.968322Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:4ad92c1ec3a289fc6c473955c009bfda55b4ff59edb30588c1016b816124f5cd","observation_id":"da3f679a-bf79-4bba-a001-98b091f1df6c","resolution":{"observed_at":"2026-08-12T18:14:33.968322Z","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":"2026-08-12T18:14:33.972488Z","title":"S., McAllester, D., Singh, S., and Mansour, Y","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.972488Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:15c7e1e384ce1c64222a54187076541650de151f4d09c44947a48e0b707e1ac2","observation_id":"a30a8243-7116-4fe5-b65d-654c642fd077","resolution":{"observed_at":"2026-08-12T18:14:33.972488Z","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":"2026-08-12T18:14:33.979142Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.979142Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:9e31a48a9f320186a1f5cf62fc9551019b6103fb46a40a96c316593ef4465049","observation_id":"98052154-9399-4fce-9fc3-49b2e48fe018","resolution":{"observed_at":"2026-08-12T18:14:33.979142Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2005.09814","last_updated":"2021-06-07T13:44:15Z","snapshot_observed_at":"2026-08-19T07:13:43.624540Z","submitted_at":"2020-05-20T01:30:43Z","title":"Mirror Descent Policy Optimization","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2005.09814","snapshot_observed_at":"2026-08-12T18:14:33.983695Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.983695Z"},"links":{"cited_paper":"/paper/2005.09814","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:b3e85d7d3bfbd1eb1c0db456132ece91c902695a9eb471dcfd096c3200c525ea","observation_id":"54bbff2e-0d69-475b-ba10-ff6336a01049","resolution":{"observed_at":"2026-08-12T18:14:33.983695Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2108.05828","last_updated":"2023-10-31T00:56:56Z","snapshot_observed_at":"2026-08-19T12:20:42.609426Z","submitted_at":"2021-08-12T16:19:19Z","title":"A general class of surrogate functions for stable and efficient reinforcement learning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.05828","snapshot_observed_at":"2026-08-12T18:14:33.989387Z","title":"C., Castro, P","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.989387Z"},"links":{"cited_paper":"/paper/2108.05828","citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:782a9aa9699d9b4e998f7f0960424d0e3d3f0187cdbbe2f789b89a1ede6bf967","observation_id":"fba64ec1-bb3b-4173-bca5-b9c122c15fac","resolution":{"observed_at":"2026-08-12T18:14:33.989387Z","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":"2026-08-12T18:14:34.415755Z","title":null,"venue":null,"work_id":"1c6fabe8-e2d4-475e-bee9-30f53132c7f5","year":2024},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:33.994733Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:0df9b2fc50ebbfb587363cda1ab968848ec3d68ee00b71b323b5523c71236089","observation_id":"492cc9f6-6da8-4189-8d7d-213241d8adbc","resolution":{"observed_at":"2026-08-12T18:14:34.420493Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.402366Z","title":null,"venue":null,"work_id":"819959f7-3e51-4d2b-862b-a999f3ccdfef","year":1992},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:34.001532Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:a81fbe8d3d337902d47c54c8273c432d18940429e44ecdd81d56c1fe13b766ea","observation_id":"a66560ff-643b-4a5a-aeb1-6c4ed56a07b4","resolution":{"observed_at":"2026-08-12T18:14:34.406743Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.388441Z","title":null,"venue":null,"work_id":"8c495b8b-8c1a-4b61-a4e1-6a9b0d0a8492","year":2022},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:34.011588Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:92e24eabe351c6625c34c5cbdd0c960fb33afe72b7140a5eb80ee1466b1623e4","observation_id":"d5d75213-1399-4680-89ac-ac2dd9e93d0e","resolution":{"observed_at":"2026-08-12T18:14:34.393949Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.374387Z","title":"S., Gower, R","venue":null,"work_id":"523dcbba-aa25-40e4-a939-e7d63780ec59","year":2023},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:34.017158Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:498fab7e333e3600ce489df21e1c07b5bf47465255eed69e6cd202190b0d1955","observation_id":"bb1fdf5e-244d-48eb-b930-1fe958ff3d21","resolution":{"observed_at":"2026-08-12T18:14:34.378993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-12T18:14:34.359971Z","title":"and Zhang, T","venue":null,"work_id":"b05711c5-a8fe-49a3-9af3-ebbacfac3c94","year":2024},"citing_paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent","version":2},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-12T18:14:34.022393Z"},"links":{"citing_paper":"/paper/2411.12042"},"observation_digest":"sha256:c7f1129574b533ff5a72da537ecd17c8ed19f32db722a6cf759f98427e668562","observation_id":"35a1cc76-3c8c-443f-bec7-dfd4a0dadd46","resolution":{"observed_at":"2026-08-12T18:14:34.364690Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2411.12042","last_updated":"2025-05-30T01:46:35Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-19T17:48:04.568289Z","submitted_at":"2024-11-18T20:27:13Z","title":"Fast Convergence of Softmax Policy Mirror Ascent"},"reference_resolution":{"displayed":47,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":38,"verified_exact":2,"verified_fuzzy":7},"total_outbound_references":47},"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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2411.12042."}