Paper Citation Record · LEDGER

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning

As of 11 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2507.04406.

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

pith.paper-citation-record.v1
2507.04406 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:56:46.449273Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T21:50:18.827822Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T21:53:59.250802Z

Reference resolution

60 of 60 outbound references displayed

verified exact3
verified fuzzy24
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4cb08db8-3aae-4918-847c-d63652e6b698 · outbound

This paper cites Agarwal, N.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Agarwal, N

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:55.769014Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dbdaa2ff-6213-445a-b08b-b46becb5f5a3 · outbound

This paper cites Agarwal, S.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Agarwal, S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:55.380046Z

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Observation 6b73a9c2-1863-42ce-be42-c7e3235d89cb · outbound

This paper cites Agarwal, S.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Agarwal, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:55.221806Z

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Observation 61b49577-d808-4e8c-86f4-307547fc27d8 · outbound

This paper cites Solving Rubik's Cube with a Robot Hand.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Solving Rubik's Cube with a Robot Hand

Reference 4

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Observation 3a48d8a1-0a0e-410a-ac46-4cff4b2ed971 · outbound

This paper cites Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:56:46.944973Z

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Observation ce801c2c-3810-4685-ab3a-220f890f5392 · outbound

This paper cites Alfano, R.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Alfano, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:55.018954Z

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Observation 8e6b671c-d9e7-4ef5-821c-4d47cd8ee2f6 · outbound

This paper cites Bagnell, S.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Bagnell, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:54.892376Z

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Observation f186f1d8-9b20-4275-9830-16d8977f5f8e · outbound

This paper cites Beck and M.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Beck and M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:54.735011Z

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Observation 97f64c9c-04de-44a1-994b-be8663a0da70 · outbound

This paper cites Bertsekas and J.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Bertsekas and J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:43.005441Z

Source-reported events for the cited work

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Observation 547c527b-ccfa-4f03-8ea5-24e8a06a458e · outbound

This paper cites Bhandari and D.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Bhandari and D

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:54.591127Z

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Observation 87bc8901-84e5-4e6e-85c4-f8998e664b44 · outbound

This paper cites OpenAI Gym.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning OpenAI Gym

Reference 11

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Observation 5ab872a4-1a6a-414e-8a52-c7936fd1f999 · outbound

This paper cites Chen and N.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Chen and N

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:54.399478Z

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Observation 48e2ceb8-e6fb-4ab9-b704-f57ebe9e4356 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:54.274635Z

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Observation 804cb60b-5951-4213-b16e-7a914deb3133 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:54.151302Z

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Observation a06fdf79-8f4e-42fb-84b7-6db34e66bf27 · outbound

This paper cites Even-Dar, S.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Even-Dar, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:53.948994Z

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Observation 079b41e2-47de-40bc-b4f7-951c094d2321 · outbound

This paper cites Frank and P.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Frank and P

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:53.847496Z

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Observation 9310e645-84f7-40a6-9ea1-1965563cdac1 · outbound

This paper cites Geist, B.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Geist, B

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:53.735537Z

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Observation 2c9851d6-064e-4a23-8846-181e764637b3 · outbound

This paper cites Grudzien, C.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Grudzien, C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:53.615558Z

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Observation b7889c24-92d6-4d34-aabd-ab55574468bb · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:53.403754Z

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Observation ecf22019-93fd-48c5-95ea-a2dbafacc3e2 · outbound

This paper cites Jiang, A.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Jiang, A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:53.193150Z

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Observation 8c056add-ab94-4309-b6a6-d07d9a185a6a · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 21

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Observation 91edb8ea-b2d1-4d47-9bf0-e0c8fa829a53 · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:52.962578Z

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Observation 35fa3159-72a6-4cbb-8a5b-cf9a1216ddb2 · outbound

This paper cites Johnson, C.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Johnson, C

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:52.771011Z

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Observation d53b4a6f-59ec-4938-a9e8-11db32de3450 · outbound

This paper cites Ju and G.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Ju and G

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:44.118452Z

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Observation f740fd37-05e7-4b81-98ff-3815c1399566 · outbound

This paper cites Kakade and J.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Kakade and J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:52.627089Z

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Observation 1903ff39-ddfb-4e94-afbe-12a827d4d68b · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:52.430002Z

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Observation ddfe54ef-ab21-4ae8-a771-db1415b3773c · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:52.280873Z

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Observation c0b326c0-3e58-4e44-ac3b-562e6b3de904 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:52.014064Z

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Observation 720d198c-24d4-4ccd-935c-171fc5b54a64 · outbound

This paper cites Krishnamurthy, A.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Krishnamurthy, A

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:51.690570Z

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Observation ae6355d2-53d5-4006-bf07-89d30cbf6a5e · outbound

This paper cites The Role of Environment Access in Agnostic Reinforcement Learning.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning The Role of Environment Access in Agnostic Reinforcement Learning

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:56:46.744379Z

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Observation d876acf5-0ee3-41e2-8ec8-20c60df2ba57 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:51.426378Z

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Observation 03a6ccb3-1981-4cd8-807d-e40dd642b1fc · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:51.193656Z

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Observation e35fad7d-dc00-45b0-8e3d-b8c41e659f7f · outbound

This paper cites Continuous control with deep reinforcement learning.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Continuous control with deep reinforcement learning

Reference 33

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Observation 64c2c14a-8925-4eef-a705-67621c5bbb64 · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:50.941668Z

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Observation a697fa0a-93a3-4c4f-b1aa-0fd84058bc08 · outbound

This paper cites Mannor, Y.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Mannor, Y

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:50.644861Z

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Observation cb8f30b9-858a-4f1b-81d2-396965c6b071 · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:50.415231Z

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Observation e36d6700-19b9-46a5-8b72-d5fb045699fb · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:50.172857Z

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Observation 761e8cbe-81a7-4ae4-b549-9d4f4f221291 · outbound

This paper cites Mu and D.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Mu and D

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:49.885374Z

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Observation 9bb38d44-a3da-4306-8eff-d8fcb130ff92 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:49.566220Z

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Observation 35bb5d3f-170c-4db7-9189-48206e91fa1c · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:49.300451Z

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Observation a2ad5e08-2779-46a3-9c82-22fd29811265 · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:49.148822Z

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Observation 6d6105a0-d557-45bc-b6bb-05de768896f6 · outbound

This paper cites Ouyang, J.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Ouyang, J

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:45.428551Z

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Unavailable: canonical work link unavailable.

Observation f9a7b781-900e-4d38-9026-2bc097e05bc4 · outbound

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Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:48.990240Z

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Observation a448a263-20f4-4f70-8b38-b602d42cb30a · outbound

This paper cites Scherrer.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Scherrer

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:48.809612Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b9d5221-9a52-49e0-be58-99d26e3cc2d5 · outbound

This paper cites Scherrer and M.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Scherrer and M

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:48.595104Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 920be5b2-6a53-4195-b1c6-48b0c2efd2ab · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:45.687253Z

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Unavailable: canonical work link unavailable.

Observation 5ea4cc05-0826-43ae-befc-31e94eb4b87c · outbound

This paper cites Sekhari, C.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Sekhari, C

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:48.423747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 85c38d33-ce5a-49fc-8843-99803980f082 · outbound

This paper cites Convergence of Policy Mirror Descent Beyond Compatible Function Approximation.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Convergence of Policy Mirror Descent Beyond Compatible Function Approximation

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:56:46.619489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 559703b8-d094-4d62-a071-cbcd094a8ec6 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:45.893634Z

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Unavailable: canonical work link unavailable.

Observation 4dc824b3-e8c0-4bb0-bba7-31b6446568ee · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:48.283564Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae7111e3-ab19-47b2-b7ab-59905970265b · outbound

This paper cites Mirror Descent Policy Optimization.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Mirror Descent Policy Optimization

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:46.000303Z

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Observation 273af57d-c580-4457-a7e7-adf7eca57901 · outbound

This paper cites Vershynin.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Vershynin

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:46.046621Z

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Observation d8324125-b868-4f48-a877-50282f7e2f5a · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:48.125297Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a40d530f-4b33-4938-8b7d-beb633a48f0a · outbound

This paper cites Yang and M.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Yang and M

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:47.950777Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 72a8ebea-8d42-452c-9d8f-24ab795c99b9 · outbound

This paper cites Yang and M.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Yang and M

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:47.753489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31fb04ef-15dd-4d81-a775-2b5c09f3d042 · outbound

This paper cites MinAtar: An Atari-Inspired Testbed for Thorough and Reproducible Reinforcement Learning Experiments.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning MinAtar: An Atari-Inspired Testbed for Thorough and Reproducible Reinforcement Learning Experiments

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:46.234417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ceb1743-7cc5-4209-9961-2238828dca5d · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:47.593740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3d6a1de-b23d-417d-ad79-ace3acb4b356 · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:47.460885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 49d8462a-9de8-4f67-a5f1-6dcec81c199f · outbound

This paper cites an unresolved cited work.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:56:47.282605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9a2af75-23a5-4467-a444-e72bc3caaa7a · outbound

This paper cites Zhang, A.

Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning Zhang, A

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:47.112733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 2620bc73-578c-44a4-8e65-b6a2367a48dd · inbound

Credit Assignment with Resets in Language Model Reasoning cites this paper.

Credit Assignment with Resets in Language Model Reasoning Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:53:59.252556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.