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Paper Citation Record · LEDGER

Efficient Sequential Decision Making with Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2406.12125.

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

pith.paper-citation-record.v1
2406.12125 v2

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 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:18:58.235151Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T10:48:12.936021Z

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 347ead80-e5c4-4621-829e-4e98a9ceb1ae · inbound

Disentangling Exploration of Large Language Models by Optimal Exploitation cites this paper.

Disentangling Exploration of Large Language Models by Optimal Exploitation Efficient Sequential Decision Making with Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T20:18:58.235151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:18:58.235151Z digest=sha256:9fac123aa0e65771081ddd859ab929523201cc9aa21fb4aec06eb20b3f187ae2

Observation b52bdfb2-11c0-46d3-b3f9-7803b343a3a7 · inbound

Meta-Prompt Optimization for LLM-Based Sequential Decision Making cites this paper.

Meta-Prompt Optimization for LLM-Based Sequential Decision Making Efficient Sequential Decision Making with Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-09T18:00:22.125335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:00:22.125335Z digest=sha256:22a9593fbe9f3ecf2c02d44ef3c716b8d6923d737fdc339cc422cac320d74d47

Observation 562233f7-1593-4733-bd40-d1f9d4fb1cd3 · inbound

Large Language Model-Enhanced Multi-Armed Bandits cites this paper.

Large Language Model-Enhanced Multi-Armed Bandits Efficient Sequential Decision Making with Large Language Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-09T16:35:28.396588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T16:35:28.396588Z digest=sha256:1ddcdb6a9dbce6aa113a9a87795862b99ea3ef5e37f45ab473f43c94b7401ec0

Observation 022ea767-0bea-4755-bb6c-881bb25434e9 · inbound

Graph-Enhanced Policy Optimization in LLM Agent Training cites this paper.

Graph-Enhanced Policy Optimization in LLM Agent Training Efficient Sequential Decision Making with Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T07:17:44.587865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:17:44.587865Z digest=sha256:cfa0d73125baa948e8aa30b0ebb45ca4d0ba8b39c4043e7fffa41e5bafd6174e

Observation 670549be-5a6e-46d2-8915-a628671ec34e · inbound

When Do We Need LLMs? A Diagnostic for Language-Driven Bandits cites this paper.

When Do We Need LLMs? A Diagnostic for Language-Driven Bandits Efficient Sequential Decision Making with Large Language Models

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:25:51.290780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-10T18:32:12.396568Z digest=sha256:e73206dc2a765545efce77ef5224fe2000ada6d4cbb204b88152d27ee09a981f

Observation 32531d94-46d5-484b-be09-4b46037aecc0 · inbound

Latent Action Reparameterization for Efficient Agent Inference cites this paper.

Latent Action Reparameterization for Efficient Agent Inference Efficient Sequential Decision Making with Large Language Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:48:12.937732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T10:45:20.306945Z digest=sha256:dcdd41161c4fec660620b7517a2f0f83d4f65cd22e7f864ca5dc72d4a4f6570e