Paper Citation Record · LEDGER

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2309.17382.

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

pith.paper-citation-record.v1
2309.17382 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:55:44.457704Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5e09e56c-51ed-4aa2-91a4-69606f0025ce · inbound

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models cites this paper.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.506223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01e787f9-0c88-42d5-a948-b9bf48de9b7d · inbound

Enhancing Decision-Making of Large Language Models via Actor-Critic cites this paper.

Enhancing Decision-Making of Large Language Models via Actor-Critic Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:55:44.457704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b64b16-a25c-42ea-91e1-48d23551a1d4 · inbound

State-Centric Decision Process cites this paper.

State-Centric Decision Process Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:37:51.698161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb0e3074-7ddd-4027-a2b5-a12383c6072f · inbound

Robots Need More than VLA and World Models cites this paper.

Robots Need More than VLA and World Models Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Reference 169

Resolution: verified exact; arxiv_id, observed 2026-06-28T01:11:28.941991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6cf1f914-c24c-479c-a5fc-fd3c16484ee0 · inbound

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability cites this paper.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T16:55:03.800840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ab0e4f-98bc-4231-8255-bb3613cccd8b · inbound

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability cites this paper.

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.766222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.