Paper Citation Record · LEDGER

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs

As of 19 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:1909.02769.

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

pith.paper-citation-record.v1
1909.02769 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:47:08.802211Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy10
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27ae6628-b5af-497e-821a-4d18c8f20f7f · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:09.046718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c1a6a39d-480f-4387-98c7-627952f0d949 · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:09.038264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 58988014-eee5-4149-ade9-6d1a1516382f · outbound

This paper cites The only difference is the approximation ter m which we bound in E.5.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs The only difference is the approximation ter m which we bound in E.5

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.971284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation efe63d85-b522-4406-89aa-b57a39700d16 · outbound

This paper cites non- euclidean, unregularized vs.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs non- euclidean, unregularized vs

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.962357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 66b59133-8b8c-4b5e-b803-0dbdf0920770 · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:09.028033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cf7e8417-522e-4b0a-80d2-971ec7c92fd0 · outbound

This paper cites WhereCω,1 = √ A,Cω,3 = 1 for the euclidean case, and Cω,1 = 1,Cω,3 = logA for the non-euclidean case.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs WhereCω,1 = √ A,Cω,3 = 1 for the euclidean case, and Cω,1 = 1,Cω,3 = logA for the non-euclidean case

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:09.019274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5f13223-a89d-4191-a53a-e76c138f82c6 · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:09.009673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c20aa758-a173-4606-9e3f-cbf8d46b7bfb · outbound

This paper cites WhereCω,1 = √ A,Cω,3 = 1 for the euclidean case, and Cω,1 = 1,Cω,3 = logA for the non-euclidean case.

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.999885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 93ae11a8-afaf-4ca8-b46b-b59d64516109 · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.989294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 55445983-088c-42e4-8b83-bd4efb7d2177 · outbound

This paper cites (a) In Lemma 20 we deal with the sampling error.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs (a) In Lemma 20 we deal with the sampling error

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.980478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bc1c9d44-33f3-4d05-ac71-25770abd81ac · outbound

This paper cites In the next lemma we combine the results of Lemmas 20 and 21 to b ound the overall approximation error due to both sampling and truncation.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs In the next lemma we combine the results of Lemmas 20 and 21 to b ound the overall approximation error due to both sampling and truncation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.953319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2371636e-77e1-4d26-8d7d-b4a8e3a8b8c7 · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.943964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ca7e3c4-653a-4f59-95e5-16ee2c79b86a · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.934522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 62d802c8-6992-4a0e-a69e-e22e78dfc04a · outbound

This paper cites The statement holds by the properties of 1 2‖·‖2 2 and thus holds for both the uniform and exact versions.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs The statement holds by the properties of 1 2‖·‖2 2 and thus holds for both the uniform and exact versions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.925105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2405a42-66bd-41a8-915e-09c220d835ba · outbound

This paper cites For the non-euclidean case,ω(·) = H(·) + logA.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs For the non-euclidean case,ω(·) = H(·) + logA

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.915618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7af65408-fd5b-41c9-81ff-c184dc7bcb28 · outbound

This paper cites (74) By the ﬁrst order optimality condition, for any state s and policyπ, ⟨∇ω (s;πk+1)−∇ω (s;πk),πk+1(·| s)−π⟩≤ tk⟨ˆqπk λ (s,·) +λ∇ω (s;πk),π−πk+1(·| s)⟩.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs (74) By the ﬁrst order optimality condition, for any state s and policyπ, ⟨∇ω (s;πk+1)−∇ω (s;πk),πk+1(·| s)−π⟩≤ tk⟨ˆqπk λ (s,·) +λ∇ω (s;πk),π−πk+1(·| s)⟩

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:08.905881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fcd234b-5d1a-41c7-8ca8-0320372afaca · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.894985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e951eae-63c9-452b-88ed-3cce9ab743b6 · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.884098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53fd9995-616f-4611-974f-e82590d9addd · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.874335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4280a46-45a2-414a-a43e-a4c2de889c7b · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.865014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5a6da65-0c71-48dc-a40c-69e899bcc0af · outbound

This paper cites an unresolved cited work.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:08.854823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ece489f0-733e-4085-8d4b-11e9f78920b1 · outbound

This paper cites Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-14T04:47:08.728735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 806d2a1e-f687-4559-a210-8c6646ad89f1 · outbound

This paper cites MIT press.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs MIT press

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:09.055634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51e97a6a-4784-4ae1-a00a-61754fd6ac25 · outbound

This paper cites Global Optimality Guarantees For Policy Gradient Methods.

Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs Global Optimality Guarantees For Policy Gradient Methods

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-14T04:47:08.724414Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.