Paper Citation Record · LEDGER

Actor-Critics Can Achieve Optimal Sample Efficiency

As of 19 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 3 inbound Pith citation observations for arXiv:2505.03710.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.03710 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:56:02.584182Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:16:41.051490Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T16:46:05.338811Z

Reference resolution

63 of 63 outbound references displayed

verified exact0
verified fuzzy21
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a24362e-2233-431a-9e10-94cef3b4c224 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.299617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd064c6b-dbce-4e04-911e-3a219da6e116 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.288016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a38ef940-bb19-4c14-a8e2-b3ffcaa18aad · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.276757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 198303a4-b53c-4f24-a09b-847a0beac6ac · outbound

This paper cites M., Lee, J.

Actor-Critics Can Achieve Optimal Sample Efficiency M., Lee, J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.348260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c34e7e-542a-4302-b6d3-150b1f8365c5 · outbound

This paper cites J., Jiang, N., Sekhari, A., and Xie, T.

Actor-Critics Can Achieve Optimal Sample Efficiency J., Jiang, N., Sekhari, A., and Xie, T

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.258813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6d3986f-91f6-47c4-b56d-9df74c584aa0 · outbound

This paper cites and Russo, D.

Actor-Critics Can Achieve Optimal Sample Efficiency and Russo, D

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.247494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 90935d7e-d957-4ba3-8dfb-181352dd837a · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.235456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f064556a-d712-47a4-8ad0-46cb5c0b409e · outbound

This paper cites and Rosenberg, A.

Actor-Critics Can Achieve Optimal Sample Efficiency and Rosenberg, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.224246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bbd8c371-fe60-499c-96f9-c82a7e4c06b8 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.212948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e1dea0d-ef0a-41c8-83f0-2fda685b0a93 · outbound

This paper cites J., Yuan, A., Gu, Q., and Jordan, M.

Actor-Critics Can Achieve Optimal Sample Efficiency J., Yuan, A., Gu, Q., and Jordan, M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.201947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5fa04762-ac8e-4909-956c-241704a97367 · outbound

This paper cites and Theja Maguluri, S.

Actor-Critics Can Achieve Optimal Sample Efficiency and Theja Maguluri, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.191023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0dac213c-3048-4faa-8022-7a80669f214b · outbound

This paper cites and Barto, A.

Actor-Critics Can Achieve Optimal Sample Efficiency and Barto, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.180216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6d8eeaf0-e1fe-47ba-96b5-6e1d86360da6 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.169357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 056332d3-6dcc-42fb-a77e-b912975ad9bf · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.158781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42418bdb-247e-4711-9014-8736a396be70 · outbound

This paper cites S., Wang, D., and Aggarwal, V.

Actor-Critics Can Achieve Optimal Sample Efficiency S., Wang, D., and Aggarwal, V

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.147713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 67ab4251-542f-4d1c-9a37-c7f9956e41d5 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.136375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c53fe07-d1f6-44fb-881f-1c370921d29a · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.125056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c39020f3-76f0-4586-a357-7b7794dc11e5 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.113674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f00512e6-002e-4610-9a28-a1e4c27912d1 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.102071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5acdf093-aab1-43da-b04d-57d5880de4aa · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.091211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e23c004-b8a6-43e5-85a5-fd301ed42110 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.079732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06aaf70c-371a-4d76-8233-4d70a1d98739 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.066323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8455640-5882-4ce8-90a2-01d8861c2925 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.054066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d5a35fd0-13c5-4978-b45b-0a9cbba97013 · outbound

This paper cites Y., and Mannor, S.

Actor-Critics Can Achieve Optimal Sample Efficiency Y., and Mannor, S

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:03.042363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 978f9624-74cc-4d57-901a-97a91d9c4e28 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.031341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c30f196-ecb6-477e-91d4-6bb6e9a5425c · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:03.019783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 60a52b70-0ecc-4650-af2c-875ac98b417a · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.441743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35eb443a-aa95-458d-9735-7292960b8671 · outbound

This paper cites Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning.

Actor-Critics Can Achieve Optimal Sample Efficiency Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.445499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2041669e-6b25-4781-a6f5-7d1719776092 · outbound

This paper cites P., Hunt, J.

Actor-Critics Can Achieve Optimal Sample Efficiency P., Hunt, J

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.449904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da9ab3f1-f852-4b20-a839-94a820236c73 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.990818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 02713a40-ed13-43ca-9ae4-3135b516b0fe · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.978658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1404a811-9dbb-4671-b5af-2978f1b75b11 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.967100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e233ffab-da61-4d10-8119-82c099c89e08 · outbound

This paper cites N., Everitt, T., and Hutter, M.

Actor-Critics Can Achieve Optimal Sample Efficiency N., Everitt, T., and Hutter, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.955614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 798bda3c-6cd6-4570-954f-f97a3cda34bb · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.944588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 67f252cb-998d-4d75-b465-a0bce40f84cd · outbound

This paper cites P., Mirza, M., Graves, A., Lillicrap, T.

Actor-Critics Can Achieve Optimal Sample Efficiency P., Mirza, M., Graves, A., Lillicrap, T

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.475407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a08797-bc08-4ee0-b3e5-f63a8cffc897 · outbound

This paper cites and Szepesv \'a ri, C.

Actor-Critics Can Achieve Optimal Sample Efficiency and Szepesv \'a ri, C

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.925213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4038d1bf-6d63-47a3-9bb6-e08333fea2fa · outbound

This paper cites S., Ma, Y., Finn, C., Kumar, A., and Levine, S.

Actor-Critics Can Achieve Optimal Sample Efficiency S., Ma, Y., Finn, C., Kumar, A., and Levine, S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.913814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 04a36962-bf8f-4b1c-bbe7-2094bf3aae02 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.902594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3c6002d-8f8e-448e-a721-8cd56bc1bed6 · outbound

This paper cites V., Russo, D., and Wen, Z.

Actor-Critics Can Achieve Optimal Sample Efficiency V., Russo, D., and Wen, Z

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.891136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5311e9e-5bf3-4a89-85ec-81878be07f54 · outbound

This paper cites F., Jiao, J., and Ramachandran, K.

Actor-Critics Can Achieve Optimal Sample Efficiency F., Jiao, J., and Ramachandran, K

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.879274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c397cdf-c6fb-42fa-8eb9-3314e4496b57 · outbound

This paper cites Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations.

Actor-Critics Can Achieve Optimal Sample Efficiency Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.498141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3aec252-ab7d-428e-87e0-4cb1d6d4ff1b · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.867070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2f8ba6ce-4b47-4283-b2a8-7d23b2b2c774 · outbound

This paper cites S., Bagnell, J.

Actor-Critics Can Achieve Optimal Sample Efficiency S., Bagnell, J

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.855216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7fd80895-9769-4475-8470-dd9ea933aed8 · outbound

This paper cites I., and Abbeel, P.

Actor-Critics Can Achieve Optimal Sample Efficiency I., and Abbeel, P

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.842620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 525b1717-a0a7-4f31-8d7a-7138707e0d70 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.830403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc755e2b-29b5-40ef-8517-70bccdb7cfb4 · outbound

This paper cites A., Krishnamurthy, A., and Sun, W.

Actor-Critics Can Achieve Optimal Sample Efficiency A., Krishnamurthy, A., and Sun, W

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.818565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3a24752-b53d-4297-9c93-33e5423071d6 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.521072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cdd49da-5319-4093-b54a-c9058c276dff · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.800025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31dae07f-76ce-4ccc-9390-9edf45c4ea40 · outbound

This paper cites and Xu, Z.

Actor-Critics Can Achieve Optimal Sample Efficiency and Xu, Z

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.788453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 46574cfc-d1dc-4fdf-8380-d5f5bdd13114 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.776307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2c706eb-b3e1-4788-af40-f7450e13be63 · outbound

This paper cites and Pacchiano, A.

Actor-Critics Can Achieve Optimal Sample Efficiency and Pacchiano, A

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.765328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d71143db-79b2-4d93-a7fd-1e9560b7d30f · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.541037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fb878a5-fd0c-4837-80d5-54783cf14ebf · outbound

This paper cites S., and Jiao, J.

Actor-Critics Can Achieve Optimal Sample Efficiency S., and Jiao, J

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.747878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4d61c283-2500-4af8-8169-fba5042e2f72 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.737206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5c44ab2-b78a-4c9d-ab7e-82832fd0adde · outbound

This paper cites The Role of Coverage in Online Reinforcement Learning.

Actor-Critics Can Achieve Optimal Sample Efficiency The Role of Coverage in Online Reinforcement Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.552940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69636037-a83d-49bc-bee2-5df805a48cd3 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.724792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a28d42de-1543-48d1-aa8d-5932b64193a8 · outbound

This paper cites S., Gower, R.

Actor-Critics Can Achieve Optimal Sample Efficiency S., Gower, R

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.712850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da1cad3a-3ef5-4577-b68e-4fa8d347c62e · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.701444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9747f976-bed2-47e6-b891-94ccd3966368 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.689447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1eb01e7c-e1d7-4391-abcc-fdb4a2fde729 · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:56:02.677352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 41907f7f-08ad-4e0d-b941-10ef375a8823 · outbound

This paper cites and Zhang, T.

Actor-Critics Can Achieve Optimal Sample Efficiency and Zhang, T

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:56:02.665051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aea0ec60-2b3b-44f6-9c25-fc34a3b711ae · outbound

This paper cites an unresolved cited work.

Actor-Critics Can Achieve Optimal Sample Efficiency Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.580843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744c5bfa-bdd5-417d-b05c-08cdea87c870 · outbound

This paper cites write newline.

Actor-Critics Can Achieve Optimal Sample Efficiency write newline

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:02.584182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fa730b0c-dc34-43b0-b04b-20de32495e77 · inbound

Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL cites this paper.

Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL Actor-Critics Can Achieve Optimal Sample Efficiency

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-06T22:16:41.051490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 979dc03d-b8d0-42d8-98b4-e408126b1319 · inbound

Statistical and Algorithmic Foundations of Reinforcement Learning cites this paper.

Statistical and Algorithmic Foundations of Reinforcement Learning Actor-Critics Can Achieve Optimal Sample Efficiency

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-06T16:15:15.883491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f0f087-7d67-4a0d-be29-1af14e8ef2b0 · inbound

Breaking the Computational Barrier: Provably Efficient Actor-Critic for Low-Rank MDPs cites this paper.

Breaking the Computational Barrier: Provably Efficient Actor-Critic for Low-Rank MDPs Actor-Critics Can Achieve Optimal Sample Efficiency

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:46:05.341054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.