Paper Citation Record · LEDGER

Experience Augmented Policy Optimization for LLM Reasoning

As of 5 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2606.30420.

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

pith.paper-citation-record.v1
2606.30420 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:32:16.230452Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:23:30.079906Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b286e9c-2af6-409b-83e6-3e0dc315ae09 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Experience Augmented Policy Optimization for LLM Reasoning Accelerating Large Language Model Decoding with Speculative Sampling

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:14.708381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4049426-a120-4ed8-bbac-f7e342565507 · outbound

This paper cites Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs.

Experience Augmented Policy Optimization for LLM Reasoning Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:14.999192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e20029b-a397-4cf4-a48f-87237f56c469 · outbound

This paper cites RePO: Replay-Enhanced Policy Optimization.

Experience Augmented Policy Optimization for LLM Reasoning RePO: Replay-Enhanced Policy Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.097798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28a77773-05bb-45a8-9677-2b533f386e3b · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

Experience Augmented Policy Optimization for LLM Reasoning DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.163530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88ce81f3-b224-4549-a5a6-bd6f3475d16f · outbound

This paper cites Rethinking Visual Content Refinement in Low-Shot CLIP Adaptation.

Experience Augmented Policy Optimization for LLM Reasoning Rethinking Visual Content Refinement in Low-Shot CLIP Adaptation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.225984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc7516d-45b9-46d4-ae73-c842eadf7ec7 · outbound

This paper cites https://thinkingmachines.ai/blog/on-policy- distillation.

Experience Augmented Policy Optimization for LLM Reasoning https://thinkingmachines.ai/blog/on-policy- distillation

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-02T09:32:15.408939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46386856-93fc-4390-8536-0a77a634251d · outbound

This paper cites Proximal Policy Optimization Algorithms.

Experience Augmented Policy Optimization for LLM Reasoning Proximal Policy Optimization Algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.469553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a216cc0c-c6e2-40fe-b94a-47990d50c1e2 · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

Experience Augmented Policy Optimization for LLM Reasoning Kimi K2: Open Agentic Intelligence

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.610023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db0e7ed-3cb0-48b5-bb3d-71c657f378fe · outbound

This paper cites Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.

Experience Augmented Policy Optimization for LLM Reasoning Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.699226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e7bb3d-c57d-4e99-977a-cb77b34051a2 · outbound

This paper cites Quantile advantage estimation for entropy-safe reasoning.

Experience Augmented Policy Optimization for LLM Reasoning Quantile advantage estimation for entropy-safe reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.760120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8845f0ac-26f2-429b-8ffa-f9e0d774395e · outbound

This paper cites Qwen2.5 Technical Report.

Experience Augmented Policy Optimization for LLM Reasoning Qwen2.5 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.855961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45f2d38e-7cf3-41da-98eb-e44bb217ec08 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Experience Augmented Policy Optimization for LLM Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.949222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd9f26d3-69e3-426e-a660-13a15d4e4569 · outbound

This paper cites F., and Cheng, Y.

Experience Augmented Policy Optimization for LLM Reasoning F., and Cheng, Y

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:16.137794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e37322-2c65-4c7c-9231-098e61e842ed · outbound

This paper cites RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning.

Experience Augmented Policy Optimization for LLM Reasoning RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:16.230452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d8f3f81-f7d0-4d5a-a3a9-023ea96beba8 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Experience Augmented Policy Optimization for LLM Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.540371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762ab9cd-ba14-4cd8-b8a8-54b961580eeb · outbound

This paper cites Reasoning with Exploration: An Entropy Perspective.

Experience Augmented Policy Optimization for LLM Reasoning Reasoning with Exploration: An Entropy Perspective

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:14.770209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05ecd30-59cf-4ae0-81dc-2c38046ca202 · outbound

This paper cites AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization.

Experience Augmented Policy Optimization for LLM Reasoning AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:15.287630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a348c0b9-b62c-4b34-9f49-d751d50e7444 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Experience Augmented Policy Optimization for LLM Reasoning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:14.841013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf5cb84c-5b23-49cd-9758-8fb274e39f43 · outbound

This paper cites OpenAI o1 System Card.

Experience Augmented Policy Optimization for LLM Reasoning OpenAI o1 System Card

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T09:32:14.933068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 79e6168e-577f-4be5-ba8a-bb1cfab2dcca · inbound

ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples cites this paper.

ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples Experience Augmented Policy Optimization for LLM Reasoning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T07:23:30.079906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.