Paper Citation Record · LEDGER

Fast Convergence of Softmax Policy Mirror Ascent

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.

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

pith.paper-citation-record.v1
2411.12042 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:14:34.022393Z

measured 49 of 49 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:03:42.773863Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T17:06:39.792832Z

Reference resolution

47 of 47 outbound references displayed

verified exact2
verified fuzzy7
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3c053ad-f6ac-4f6d-b47e-6e185c3ad9df · outbound

This paper cites M., Lee, J.

Fast Convergence of Softmax Policy Mirror Ascent M., Lee, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.748408Z

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 3357b500-5668-4650-91dd-07ab367e5a32 · outbound

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

Fast Convergence of Softmax Policy Mirror Ascent Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.781550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd148989-a4f5-44ec-b21c-2b7b33b9357e · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.786449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14887510-5565-4ec5-95e3-7aab0f328d9a · outbound

This paper cites and Teboulle, M.

Fast Convergence of Softmax Policy Mirror Ascent and Teboulle, M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.725457Z

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 08d08f29-50a7-40c8-941e-947d350bc5ec · outbound

This paper cites G., Naddaf, Y., Veness, J., and Bowling, M.

Fast Convergence of Softmax Policy Mirror Ascent G., Naddaf, Y., Veness, J., and Bowling, M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.800008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6690fdf7-126b-45a7-8987-93b320606440 · outbound

This paper cites and Russo, D.

Fast Convergence of Softmax Policy Mirror Ascent and Russo, D

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.699474Z

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 d7f3876e-ea97-4e57-92b3-1acbb23b3c74 · outbound

This paper cites OpenAI Gym.

Fast Convergence of Softmax Policy Mirror Ascent OpenAI Gym

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.813858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fec2680c-2b81-4849-825d-067de8817976 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.818988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b155785-18e9-4da6-9245-6f945e7c45c6 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.674555Z

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 3e45bd1c-4143-4049-81ec-72a2c8377a18 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.661267Z

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 77a65553-aa41-4cea-bde1-d3d7cbe4fcf1 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.647023Z

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 0b8a3792-5176-48be-89e3-3a3279690797 · outbound

This paper cites and Schapire, R.

Fast Convergence of Softmax Policy Mirror Ascent and Schapire, R

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.837852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07d8062e-a13f-4e9f-a6b9-55bc21451a73 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.842130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c8f7ed3-fe69-4344-9617-fff8f035a7e3 · outbound

This paper cites Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes.

Fast Convergence of Softmax Policy Mirror Ascent Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-12T18:14:34.316893Z

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 7c0dcf84-426e-490f-8ce0-f96ba50ce46b · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.613390Z

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 d73f7b5c-865b-46f4-bf64-cabfc7d9613a · outbound

This paper cites R., Varma, S.

Fast Convergence of Softmax Policy Mirror Ascent R., Varma, S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.599970Z

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 60f1ad74-fd32-46e3-8f51-2d34c8646045 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.587710Z

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 0e1df8ad-64ea-4313-969d-753ef1a06b23 · outbound

This paper cites Mirror Learning: A Unifying Framework of Policy Optimisation.

Fast Convergence of Softmax Policy Mirror Ascent Mirror Learning: A Unifying Framework of Policy Optimisation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.865509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a69e35b-1280-40ec-bfe3-3a7b3df75d1f · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.575300Z

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 014ad456-6b10-4f62-882e-d13082ecbd72 · outbound

This paper cites Target-based Surrogates for Stochastic Optimization.

Fast Convergence of Softmax Policy Mirror Ascent Target-based Surrogates for Stochastic Optimization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.876694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f8938ac-71b1-42de-abd2-3a705b91283a · outbound

This paper cites Optimization Issues in KL-Constrained Approximate Policy Iteration.

Fast Convergence of Softmax Policy Mirror Ascent Optimization Issues in KL-Constrained Approximate Policy Iteration

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-12T18:14:34.247286Z

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 2f050f03-c8a8-40c3-9040-b86366185b02 · outbound

This paper cites and Ying, Y.

Fast Convergence of Softmax Policy Mirror Ascent and Ying, Y

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.561648Z

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 8739ef52-5eef-4ea2-943e-6ae5c0838a9d · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.547184Z

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 64d04a35-fb84-4010-b8a6-5d133077290e · outbound

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

Fast Convergence of Softmax Policy Mirror Ascent Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.898341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 404610b2-b1a5-4817-8bc9-3c52aa031178 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.534871Z

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 424d28fb-95ab-41db-81b6-a38e67b46475 · outbound

This paper cites Elementary Analysis of Policy Gradient Methods.

Fast Convergence of Softmax Policy Mirror Ascent Elementary Analysis of Policy Gradient Methods

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.908658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d60158d3-7e8d-4fdd-97bf-3e4258596999 · outbound

This paper cites Towards Principled, Practical Policy Gradient for Bandits and Tabular MDPs.

Fast Convergence of Softmax Policy Mirror Ascent Towards Principled, Practical Policy Gradient for Bandits and Tabular MDPs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.913866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a453e5a3-1215-431e-a49a-c3a0dbe2e528 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.520882Z

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 92a3449d-30c5-4f3e-a4d4-96a99004c354 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.505527Z

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 69af6d4d-132e-4332-9554-d3c69e4ae8e0 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.492346Z

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 1181c378-9876-4d95-a2c3-b97a3868c653 · outbound

This paper cites Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD.

Fast Convergence of Softmax Policy Mirror Ascent Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.933242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae0f7ef-6199-4c08-93bd-b7e00770dd58 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.939658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb27979-50f6-4614-8acd-19dab8ae958d · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.943813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6590298-3514-44d2-b36a-5cd44dc8bba7 · outbound

This paper cites Trust Region Policy Optimization.

Fast Convergence of Softmax Policy Mirror Ascent Trust Region Policy Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.947932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d58ca9-9f13-4b45-add8-56510bbae73e · outbound

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

Fast Convergence of Softmax Policy Mirror Ascent High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.953555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e4fd82-39d3-46c0-aa6c-70cd7e662e3f · outbound

This paper cites Proximal Policy Optimization Algorithms.

Fast Convergence of Softmax Policy Mirror Ascent Proximal Policy Optimization Algorithms

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.958842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d260f0d-2beb-4ffe-be62-41e9426ff7bf · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.460937Z

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 da3f679a-bf79-4bba-a001-98b091f1df6c · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.968322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30a8243-7116-4fe5-b65d-654c642fd077 · outbound

This paper cites S., McAllester, D., Singh, S., and Mansour, Y.

Fast Convergence of Softmax Policy Mirror Ascent S., McAllester, D., Singh, S., and Mansour, Y

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.972488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98052154-9399-4fce-9fc3-49b2e48fe018 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.979142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54bbff2e-0d69-475b-ba10-ff6336a01049 · outbound

This paper cites Mirror Descent Policy Optimization.

Fast Convergence of Softmax Policy Mirror Ascent Mirror Descent Policy Optimization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.983695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba64ec1-bb3b-4173-bca5-b9c122c15fac · outbound

This paper cites A general class of surrogate functions for stable and efficient reinforcement learning.

Fast Convergence of Softmax Policy Mirror Ascent A general class of surrogate functions for stable and efficient reinforcement learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T18:14:33.989387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 492cc9f6-6da8-4189-8d7d-213241d8adbc · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.420493Z

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 a66560ff-643b-4a5a-aeb1-6c4ed56a07b4 · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.406743Z

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 d5d75213-1399-4680-89ac-ac2dd9e93d0e · outbound

This paper cites an unresolved cited work.

Fast Convergence of Softmax Policy Mirror Ascent Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:14:34.393949Z

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 bb1fdf5e-244d-48eb-b930-1fe958ff3d21 · outbound

This paper cites S., Gower, R.

Fast Convergence of Softmax Policy Mirror Ascent S., Gower, R

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.378993Z

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 35a1cc76-3c8c-443f-bec7-dfd4a0dadd46 · outbound

This paper cites and Zhang, T.

Fast Convergence of Softmax Policy Mirror Ascent and Zhang, T

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:14:34.364690Z

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.

Pith citing papers

Observation 017f6773-78ec-4469-8583-c51a848f6326 · inbound

Rethinking the Global Convergence of Softmax Policy Gradient with Linear Function Approximation cites this paper.

Rethinking the Global Convergence of Softmax Policy Gradient with Linear Function Approximation Fast Convergence of Softmax Policy Mirror Ascent

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:03:42.773863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 065eb7dd-088f-40d7-bef6-3af145d2f281 · inbound

Dissecting Discrete Soft Actor-Critic: Limitations and Principled Alternatives cites this paper.

Dissecting Discrete Soft Actor-Critic: Limitations and Principled Alternatives Fast Convergence of Softmax Policy Mirror Ascent

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:06:39.798166Z

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.