Paper Citation Record · LEDGER

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

As of 5 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 79 inbound Pith citation observations for arXiv:2310.04406.

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

pith.paper-citation-record.v1
2310.04406 v3

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T23:26:04.445225Z

measured 92 of 92 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 79 of 79 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:27:36.485905Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

13 of 13 outbound references displayed

verified exact6
verified fuzzy2
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

9
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 9b782529-0c06-47c0-8743-6190a714da5c · outbound

This paper cites Graph of Thoughts: Solving Elaborate Problems with Large Language Models.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T23:26:04.473909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1670ac2a-2c7c-447a-b2de-eefb37389b0c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Evaluating Large Language Models Trained on Code

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T23:26:04.484065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 461b9e93-8e8d-4a6d-9038-c0210aefadb4 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Training Verifiers to Solve Math Word Problems

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:26:04.491682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8320b531-5f6f-4027-abdc-dd922fd5a58d · outbound

This paper cites Mastering Diverse Domains through World Models.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Mastering Diverse Domains through World Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:26:04.498982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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

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

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 2026-08-05T06:32:48.257954+00:00.

Observation ac76a27e-59a5-4db6-a090-cd8447ebfab6 · outbound

This paper cites GPT-4 Technical Report.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models GPT-4 Technical Report

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:26:04.513422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 82bf8c01-107d-4a33-bae1-912a5bf63842 · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T23:26:04.520860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ebcae01d-38d2-4ee0-b554-ff2325e42cae · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T23:26:04.527937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 60f5b868-baf4-4da9-b03d-d1fb9d3dcb7c · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:26:04.534478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f37c3e8e-4d7f-4058-8e56-70d689951701 · outbound

This paper cites Self-Evaluation Guided Beam Search for Reasoning.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Self-Evaluation Guided Beam Search for Reasoning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.542048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f5d99d75-1a80-4b6f-a834-aeaf560433df · outbound

This paper cites First in Sec.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models First in Sec

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:26:04.547110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9335e4c-16a3-4139-98a5-2e6b53fa64d0 · outbound

This paper cites an unresolved cited work.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-16T23:26:04.555011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e967ecd9-7a41-4d78-86a5-82e0856551cd · outbound

This paper cites Thus the correctness score is s.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Thus the correctness score is s

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:26:04.563131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 12de5b60-320e-4a15-87cb-e42af6c1d278 · inbound

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration cites this paper.

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-21T21:05:25.955179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dc54b941-7eea-4ff6-a017-bca4ad0fbc9b · inbound

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection cites this paper.

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2af3bda2-817b-44a4-b74f-941c5c1fbf83 · inbound

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey cites this paper.

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0d7665e1-4c19-4e90-b932-3c055abcb908 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 215

Resolution: verified exact; local_arxiv, observed 2026-05-22T21:42:10.706564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9588357b-563e-47ad-9a9c-e8e3196b5a7d · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1e660460-f535-4684-94e5-3f0020baae39 · inbound

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning cites this paper.

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-22T14:01:38.246330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f0aa01ba-00b7-4a5d-83f6-8b028f9903ae · inbound

CAViAR: Critic-Augmented Video Agentic Reasoning cites this paper.

CAViAR: Critic-Augmented Video Agentic Reasoning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T21:27:36.485905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7eca22c-3472-46a5-81df-00b9850a40f9 · inbound

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding cites this paper.

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-18T08:31:06.881386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 251c1f51-7dfa-47e9-9dd1-cf90f0b7df5d · inbound

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling cites this paper.

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-05-18T06:30:59.550154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 351e0a36-4ee0-4821-80d1-4593320cff88 · inbound

Towards Understanding, Analyzing, and Optimizing Agentic AI Execution: A CPU-Centric Perspective cites this paper.

Towards Understanding, Analyzing, and Optimizing Agentic AI Execution: A CPU-Centric Perspective Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-18T00:55:33.455392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0d845924-2cbc-4d81-8570-96cf5d1ddfd9 · inbound

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios cites this paper.

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 102b5759-5ee6-464c-9ef1-18e2ad77f893 · inbound

Vulcan: Instance-specialized, Verifiable Systems Heuristics Through LLM-driven Search cites this paper.

Vulcan: Instance-specialized, Verifiable Systems Heuristics Through LLM-driven Search Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-03T13:15:17.364127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa71471-1034-4bb9-877c-5556c61901b9 · inbound

ReTreVal: Reasoning Tree with Validation and Cross-Problem Memory for Large Language Models cites this paper.

ReTreVal: Reasoning Tree with Validation and Cross-Problem Memory for Large Language Models Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T12:30:24.914356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f41000-7a78-413a-bcce-daf28c1e72ba · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 200

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:51.102294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ad2063-9751-4054-9169-9ccc34c0bdc9 · inbound

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation cites this paper.

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:30:06.655664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e2b54b-ccc1-4386-8685-8c8934fd467d · inbound

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems cites this paper.

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-02T22:58:14.002340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c9762d-b4f3-40d7-9185-b44999ac3f3e · inbound

SoK: Agentic Skills -- Beyond Tool Use in LLM Agents cites this paper.

SoK: Agentic Skills -- Beyond Tool Use in LLM Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 381b54b9-1094-4a00-bf71-5472d9f4d647 · inbound

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios cites this paper.

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T20:41:12.143511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3371784-3171-44d4-ae69-f533ac48659d · inbound

Argus: Reorchestrating Static Analysis via a Multi-Agent Ensemble for Full-Chain Security Vulnerability Detection cites this paper.

Argus: Reorchestrating Static Analysis via a Multi-Agent Ensemble for Full-Chain Security Vulnerability Detection Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e35e57af-a1f8-40c9-88d4-50d1c94cec5f · inbound

Constraint-Aware Corrective Memory for Language-Based Drug Discovery Agents cites this paper.

Constraint-Aware Corrective Memory for Language-Based Drug Discovery Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 95249e38-6238-4350-ac50-b95c3fd6d6ac · inbound

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search cites this paper.

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b79ad8f1-6498-4659-96bc-12b51f1c09bb · inbound

Self-Correcting RAG: Enhancing Faithfulness via MMKP Context Selection and NLI-Guided MCTS cites this paper.

Self-Correcting RAG: Enhancing Faithfulness via MMKP Context Selection and NLI-Guided MCTS Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d1bc6cdc-ce09-481e-b4fb-24e2e3d018cd · inbound

POSTCONDBENCH: Benchmarking Correctness and Completeness in Formal Postcondition Inference cites this paper.

POSTCONDBENCH: Benchmarking Correctness and Completeness in Formal Postcondition Inference Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61df1bb9-1931-4108-9fe4-752bcec336aa · inbound

Inference-Time Budget Control for LLM Search Agents cites this paper.

Inference-Time Budget Control for LLM Search Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1845dd4a-ec78-4a9a-8503-fc4ac966e291 · inbound

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work cites this paper.

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ff51167e-aeeb-440f-a6f6-db4192a31b2f · inbound

RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement cites this paper.

RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3a2bcdff-b67e-42f1-939e-3dd77ffd7c2a · inbound

RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement cites this paper.

RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fa1b6f08-a9aa-4ae8-8caf-d14ee49f83b6 · inbound

RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement cites this paper.

RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-05-20T22:13:47.003256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b3355c9d-4e4b-4ad5-b9a8-ae9d4ca8a7e3 · inbound

Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces cites this paper.

Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5c9e292e-0cde-41f2-9430-db34a9572b1e · inbound

Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces cites this paper.

Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-06-30T22:25:06.830807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3b9b421f-15e5-48a5-98bb-a4aac349a9a0 · inbound

GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation cites this paper.

GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 464c56df-c6f9-452f-9fb8-0114957c076a · inbound

GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation cites this paper.

GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e28f2a98-42df-4266-98f4-974fa17bd5ea · inbound

Intermediate Artifacts as First-Class Citizens: A Data Model for Durable Intermediate Artifacts in Agentic Systems cites this paper.

Intermediate Artifacts as First-Class Citizens: A Data Model for Durable Intermediate Artifacts in Agentic Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 53741c5e-4427-4d1c-9bb3-3d8b0f2fe660 · inbound

State-Centric Decision Process cites this paper.

State-Centric Decision Process Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c4d4ee95-ed39-4dce-87fb-afd6267bd280 · inbound

How to Interpret Agent Behavior cites this paper.

How to Interpret Agent Behavior Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:26:04.564922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2f65eae0-9dde-4779-b27b-dbb91f0f294e · inbound

Harnesses for Inference-Time Alignment over Execution Trajectories cites this paper.

Harnesses for Inference-Time Alignment over Execution Trajectories Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T01:04:31.922558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6ed46c50-9189-46b6-ba47-e4e3633f19bd · inbound

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning cites this paper.

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-22T05:51:08.761831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9699bf59-eb38-426c-9663-58adc7283ca9 · inbound

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning cites this paper.

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 127

Resolution: verified exact; local_arxiv, observed 2026-05-22T06:34:41.019850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d519ebec-8283-44d3-aaf8-6defcb958333 · inbound

GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving cites this paper.

GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-22T07:21:13.030333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5bd991a7-5f38-48af-9080-b8cbc1037254 · inbound

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform cites this paper.

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:25:46.598515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 936b9d1c-981e-4b96-bacc-2a5d8d79c54d · inbound

LLM Agent Based Renewable Energy Forecasting Using Edge and IoT Data A Review of Solar Wind Weather and Grid Aware Decision Support cites this paper.

LLM Agent Based Renewable Energy Forecasting Using Edge and IoT Data A Review of Solar Wind Weather and Grid Aware Decision Support Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-06-30T11:54:38.262906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ba56935d-c49b-4d57-9e34-b9fdbf485b85 · inbound

Honest Lying: Understanding Memory Confabulation in Reflexive Agents cites this paper.

Honest Lying: Understanding Memory Confabulation in Reflexive Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-06-29T09:23:16.536359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ce40e05b-1482-440c-b769-2f9dee79e693 · inbound

REPOT: Recoverable Program-of-Thought via Checkpoint Repair cites this paper.

REPOT: Recoverable Program-of-Thought via Checkpoint Repair Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-29T06:23:08.667776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f9cf76ba-9c94-457f-a339-d399f399acaa · inbound

LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories cites this paper.

LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-01T19:46:10.689189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 643834e1-57f5-4592-80fa-07ae390457ff · inbound

RedEdit: Agentic Red-Teaming of Image Safety Classifiers via MCTS-Guided Photo-Editing cites this paper.

RedEdit: Agentic Red-Teaming of Image Safety Classifiers via MCTS-Guided Photo-Editing Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T14:07:02.822459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bfc93bdf-a764-4e4f-844b-63952706e6d6 · inbound

Efficient Skill Grounding via Code Refactoring with Small Language Models cites this paper.

Efficient Skill Grounding via Code Refactoring with Small Language Models Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 62

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T21:07:24.071443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 103d5440-53de-4723-b5ab-ab0e331a01eb · inbound

CATPO: Critique-Augmented Tree Policy Optimization cites this paper.

CATPO: Critique-Augmented Tree Policy Optimization Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-02T21:47:28.022770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d644ab24-5af6-4d75-846d-7d9dae5b4753 · inbound

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning cites this paper.

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 50

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:27:36.768106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f66d517f-a3b5-46a8-ad24-8a98a309ded4 · inbound

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement cites this paper.

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 170

Resolution: verified exact; local_arxiv, observed 2026-06-27T09:40:47.033901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7375a646-25ff-4924-a91f-43f0313fa72c · inbound

APPO: Agentic Procedural Policy Optimization cites this paper.

APPO: Agentic Procedural Policy Optimization Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 101

Resolution: verified exact; local_arxiv, observed 2026-07-03T09:37:49.274018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9d203ab2-fb43-4d08-bb93-740fed2ae9e9 · inbound

APPO: Agentic Procedural Policy Optimization cites this paper.

APPO: Agentic Procedural Policy Optimization Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-03T02:12:35.829243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7517829c-f786-45c8-94cc-ef2a7e53930d · inbound

Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents cites this paper.

Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-06-27T05:30:35.757923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 408dec40-0710-44a4-a884-c03ce45a1fe8 · inbound

Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents cites this paper.

Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T11:44:05.367701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c65a7088-a4c6-47b4-a708-84238797718d · inbound

CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks cites this paper.

CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T06:59:38.119939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b38096d2-7a70-4df2-bdf2-69b16bb94257 · inbound

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems cites this paper.

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 239

Resolution: verified exact; local_arxiv, observed 2026-07-04T11:09:46.464179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6648cfe1-d04f-40e6-8b20-f49098a5652f · inbound

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems cites this paper.

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 225

Resolution: unresolved; no resolver link, observed 2026-08-02T10:27:18.547412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8102495f-7fe9-4a53-8f19-ae68d79f92ca · inbound

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing cites this paper.

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-04T19:20:06.686209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fb5ec80d-5f1f-4302-af48-955d1c41b1bc · inbound

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing cites this paper.

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-01T06:35:29.575402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0b6acd4a-930a-4ae8-9080-9b2c5a3099ea · inbound

GUI agent: Guided Exploration of User-Sensitive Screens cites this paper.

GUI agent: Guided Exploration of User-Sensitive Screens Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-04T20:10:08.736824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9a7500ab-4dce-4411-a59f-c5b10ac2d08b · inbound

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds cites this paper.

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:49:52.334266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 27115395-2f45-42ef-b94f-d183daf60a2f · inbound

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds cites this paper.

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-06-29T19:13:52.836971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 967a4ce6-cbb6-478e-a9b7-3500cc81a051 · inbound

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents cites this paper.

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 65

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T19:23:54.354974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9e05298-bf36-491c-abce-fb3a8c6ec982 · inbound

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents cites this paper.

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 65

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T22:49:01.165561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4615df0d-98cf-4c47-ba76-df3b93f9eb96 · inbound

Ask the World Before Acting: Environment Probing for Calibrated Agent World Models cites this paper.

Ask the World Before Acting: Environment Probing for Calibrated Agent World Models Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T09:55:41.568288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c25b16cb-e0e5-407a-b541-7420009f3e55 · inbound

Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting cites this paper.

Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-07-02T20:47:22.241543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b8379c14-3aa3-4369-813b-857fba467c30 · inbound

Atomic Task Graph: A Unified Framework for Agentic Planning and Execution cites this paper.

Atomic Task Graph: A Unified Framework for Agentic Planning and Execution Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:08:21.524614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6c8b7101-fb0e-43c9-8c69-80e7d442bb03 · inbound

TAG: A Lightweight Framework for Test-Driven Agentic Artifact Generation cites this paper.

TAG: A Lightweight Framework for Test-Driven Agentic Artifact Generation Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T08:56:22.090660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278a59a0-5571-42a3-be58-ee5f962599d4 · inbound

LLM-as-a-Verifier: A General-Purpose Verification Framework cites this paper.

LLM-as-a-Verifier: A General-Purpose Verification Framework Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-07-07T12:53:50.308171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89204035-561d-4e1a-9817-6978bcb41109 · inbound

LLM-as-a-Verifier: A General-Purpose Verification Framework cites this paper.

LLM-as-a-Verifier: A General-Purpose Verification Framework Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-11T07:02:51.850836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f81e6c2c-9095-47ea-b3bf-74cd93b20a78 · inbound

Cost-Effective Agent Harnesses for Abstract Reasoning and Generalization on ARC-AGI-1 cites this paper.

Cost-Effective Agent Harnesses for Abstract Reasoning and Generalization on ARC-AGI-1 Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-10T21:57:37.884622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c8caead3-e8df-46c5-8e50-99b362aa1201 · inbound

GATS: Graph-Augmented Tree Search with Layered World Models for Efficient Agent Planning cites this paper.

GATS: Graph-Augmented Tree Search with Layered World Models for Efficient Agent Planning Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T05:59:23.238387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd4b90ba-acbb-4f01-8c35-c3264a40bcb3 · inbound

Shared Selective Persistent Memory for Agentic LLM Systems cites this paper.

Shared Selective Persistent Memory for Agentic LLM Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T02:38:56.095095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4203f7dc-1b1f-48bd-a63e-d1814d2cea87 · inbound

MemoHarness: Agent Harnesses That Learn from Experience cites this paper.

MemoHarness: Agent Harnesses That Learn from Experience Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T05:43:00.474045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30be134-1909-4436-9278-6c48387d63b0 · inbound

Test-Time Scaling via Error Localization cites this paper.

Test-Time Scaling via Error Localization Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-01T07:28:25.067620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d952d248-111c-4670-96a2-b20960082b61 · inbound

Execution-Grounded Security Testing for Coding Agents in Software Engineering Pipelines cites this paper.

Execution-Grounded Security Testing for Coding Agents in Software Engineering Pipelines Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T12:39:58.810913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a251a68-a97a-4ce5-b030-4a30e0f7f6c3 · inbound

DeepLook: Deeper Thinking with Lookahead cites this paper.

DeepLook: Deeper Thinking with Lookahead Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.529986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1af2cd-80d8-4ebf-ae96-b2c33cca27c7 · inbound

Efficiency Matters in Autonomous Research cites this paper.

Efficiency Matters in Autonomous Research Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.217834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de4b7e55-dfb8-4707-8895-8bef7a3cd687 · inbound

Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents cites this paper.

Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T18:50:46.257802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c43f2d54-42b8-4fdb-8006-e9163d3bdddc · inbound

Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search cites this paper.

Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T14:33:31.992532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.