Paper Citation Record · LEDGER

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.03702.

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

pith.paper-citation-record.v1
2607.03702 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T00:33:06.488657Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 959d28d3-e55a-4719-a13c-ac9a3d57164b · outbound

This paper cites Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3262efab-1047-4a2e-b3bc-7cf45fe30e57 · outbound

This paper cites Soft Adaptive Policy Optimization.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Soft Adaptive Policy Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a98fff-27e1-4117-97ec-a411d8f9b5ec · outbound

This paper cites Reinforcement Learning via Self-Distillation.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Reinforcement Learning via Self-Distillation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cda9da9-3e62-49fd-baa4-61f36708cd5b · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f566925c-a7b8-44e2-b50f-3deb4b74c3eb · outbound

This paper cites Yinghao Li, Haorui Wang, and Chao Zhang.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Yinghao Li, Haorui Wang, and Chao Zhang

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac97ecc7-39de-4fcb-8b8f-afd960b0042f · outbound

This paper cites SimpleMem: Efficient Lifelong Memory for LLM Agents.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eceb5f1b-bf95-4805-91b6-f7f185cea1a5 · outbound

This paper cites Self-Distilled Agentic Reinforcement Learning.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Self-Distilled Agentic Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd46e826-4f93-4f9f-b525-5d9c1352e1b4 · outbound

This paper cites MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bc99ff2-bf4f-4d2b-aa4e-5bfd34644a46 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Proximal Policy Optimization Algorithms

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 990de9bf-fb05-4282-a4ac-c72396371ae6 · outbound

This paper cites Experiential reinforcement learning.arXiv preprint arXiv:2602.13949, 2026a.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Experiential reinforcement learning.arXiv preprint arXiv:2602.13949, 2026a

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab6ddb41-db83-439c-9ce9-d545c92e1ad1 · outbound

This paper cites Andrew Bagnell, Aarti Singh, and Andrea Zanette.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Andrew Bagnell, Aarti Singh, and Andrea Zanette

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c063ef8-7448-4456-9872-05c7a28ec0d3 · outbound

This paper cites ZeroSearch: Incentivize the Search Capability of LLMs without Searching.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42fbcc21-3a76-4e7c-9dc0-234b73e2a021 · outbound

This paper cites RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2305126-e912-4ecb-8e5c-b2975f885fa4 · outbound

This paper cites RAGEN-2: Reasoning Collapse in Agentic RL.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry RAGEN-2: Reasoning Collapse in Agentic RL

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1cde520-3c61-4568-80ea-b2f3ad259532 · outbound

This paper cites Meta-reinforcement learning with self-reflection for agentic search.arXiv preprint arXiv:2603.11327,.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Meta-reinforcement learning with self-reflection for agentic search.arXiv preprint arXiv:2603.11327,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca7fe6f0-bbc7-4df2-8c8b-0f2721de1539 · outbound

This paper cites MAGE: Meta-reinforcement learning for language agents toward strategic exploration and exploitation.arXiv preprint arXiv:2603.03680,.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry MAGE: Meta-reinforcement learning for language agents toward strategic exploration and exploitation.arXiv preprint arXiv:2603.03680,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c62c7a-e8fd-4950-84fb-20e44709a45f · outbound

This paper cites The landscape of agentic reinforcement learning for llms: A survey.Trans.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry The landscape of agentic reinforcement learning for llms: A survey.Trans

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34e7e5f-a8a7-40f4-b444-3fab060e95ae · outbound

This paper cites Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a272b9-981f-4a40-bc55-c531dd7208f9 · outbound

This paper cites Group Sequence Policy Optimization.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry Group Sequence Policy Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.