Paper Citation Record · LEDGER

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2308.02151.

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

pith.paper-citation-record.v1
2308.02151 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:07:58.380043Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:28:58.626281Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f8659ef3-82dc-41a9-a27b-7aafb6eb37c1 · inbound

A Comprehensive Overview of Large Language Models cites this paper.

A Comprehensive Overview of Large Language Models Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 234

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:28:39.056161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c960f693-2689-47f1-85d4-6dd2a9dec05e · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:21:39.992190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b153e26-3749-4212-8f15-760e5d54fba9 · inbound

Refining Answer Distributions for Improved Large Language Model Reasoning cites this paper.

Refining Answer Distributions for Improved Large Language Model Reasoning Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:59.595233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18dba6ac-c970-405b-9ed8-23e724da7a4f · inbound

Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches cites this paper.

Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-10T21:56:12.416838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6682630d-db10-425d-8e0a-61d2a7e13492 · inbound

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs cites this paper.

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:05:09.813162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ccbaf35-230a-48b0-b377-073eb13235d9 · inbound

A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms cites this paper.

A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-16T11:07:58.380043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5078c01b-bbcd-4c12-a041-e024a5cc104b · inbound

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization cites this paper.

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:46.705488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d86424-61ad-4b6a-ac8c-1e34c4195ff6 · inbound

ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection cites this paper.

ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:40.635704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 498ff026-fe3f-4f37-bd26-0a457ef52ece · inbound

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team cites this paper.

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T00:24:14.981510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23a2c9e-f99b-4001-8865-9b3490f4bf92 · inbound

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager cites this paper.

Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:35:12.612649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d97be4d3-3c47-4cd2-b2ba-ae416b0d23cf · inbound

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cites this paper.

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:08.681011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd45479c-89ef-47c3-8787-9f632c461736 · inbound

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cites this paper.

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:00:56.846868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2257a956-2335-440d-96e2-ff68c3f54f44 · inbound

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cites this paper.

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T07:17:28.208672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9983242-aa4a-4fd2-b415-f426ffd395d4 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:20:57.093072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 919c1440-c2f1-490e-b7ce-0b418b1e4dae · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:19:14.904430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 20f42e94-cf13-40f8-96f7-4ab6f5e594db · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:25:07.333934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b931cb18-5ab5-47e2-b9d4-e2fa4fe981fe · inbound

Training Language Agents to Learn from Experience cites this paper.

Training Language Agents to Learn from Experience Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:14:02.615242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 84dc25dd-01a6-4f6c-a937-6bf2731214a6 · inbound

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation cites this paper.

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:28:58.628130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d5a709f-7554-4495-9096-3cfa72d7bed2 · inbound

S2T-RLHF: Hierarchical Credit Assignment for Stable Preference-Based RLHF cites this paper.

S2T-RLHF: Hierarchical Credit Assignment for Stable Preference-Based RLHF Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T13:58:42.937172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.