Paper Citation Record · LEDGER

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback

As of 18 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2506.02298.

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

pith.paper-citation-record.v1
2506.02298 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:30:57.048733Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:45:59.767986Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:46:03.964361Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 784323fb-bcbd-4a17-83bc-97e9da8aa4fc · outbound

This paper cites GPT-4 Technical Report.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:54.759555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3856173b-3022-4920-b467-67c7b4a97525 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:54.810276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7722ca1e-4be8-49b1-b8d0-65aaa2cb1e06 · outbound

This paper cites FireAct: Toward Language Agent Fine-tuning.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback FireAct: Toward Language Agent Fine-tuning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:54.902423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5424dcfb-a1fc-4f34-8475-3f14546a082b · outbound

This paper cites The Llama 3 Herd of Models.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback The Llama 3 Herd of Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:54.978221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b124154d-4a45-4a0c-99f7-8696387b869d · outbound

This paper cites ToolTalk: Evaluating Tool-Usage in a Conversational Setting.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ToolTalk: Evaluating Tool-Usage in a Conversational Setting

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.058714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f1e5c9-5bc6-452e-b189-7713f76606e3 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:30:58.475493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23cb4f08-1b04-48a3-9c2d-2262cb79a598 · outbound

This paper cites Mixtral of Experts.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Mixtral of Experts

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.239784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da97f14-6dec-49f7-8e6b-b925afd3ce4a · outbound

This paper cites ToolScan: A Benchmark for Characterizing Errors in Tool-Use LLMs.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ToolScan: A Benchmark for Characterizing Errors in Tool-Use LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.307859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f72839fa-1d8f-4c98-b8b6-028e3ec1722f · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback AgentBench: Evaluating LLMs as Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.404623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c884b9-c144-4f9b-965c-25e88c647e55 · outbound

This paper cites AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.494458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0033256e-4c6a-44d5-84b0-8f3f55f264d8 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:30:58.236604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 07df1bbd-0184-437d-ac61-5330f2269e25 · outbound

This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.654047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6b2997e-2852-4a30-b082-e3494ea93b59 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.726969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1509e81-cb5b-4906-b6aa-ad0eb7cb1fd3 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.820959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a71b66-ade2-484c-a333-c54d6e689ae1 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.882646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be69043-74e1-4d4b-9984-ba1366878922 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.960177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19867723-796a-4262-b848-43cf24b3e5e8 · outbound

This paper cites Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.040940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ce7764-72c6-4eba-b8f9-e75bc4f81d44 · outbound

This paper cites Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.118004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aa6d5e7-af23-4734-a2bf-b0c769644d38 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.192550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba39a1fd-be63-4687-abeb-baa85f06085d · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.287971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63821cd-ced6-402c-89ee-9737b051f880 · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:30:57.896383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5bb1e9e3-be8d-4c99-b788-d47dc6d59e0a · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Patil, Ion Stoica, and Joseph E

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:30:57.750331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f24f8c81-bc38-4130-9d76-e8d7303ecdda · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.554440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17537d2f-6127-43fb-9c65-0315d93d996b · outbound

This paper cites an unresolved cited work.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.611814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d6f05d-44d4-4250-8ca1-a25226fcd2c9 · outbound

This paper cites ActionStudio: A Lightweight Framework for Data and Training of Large Action Models.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ActionStudio: A Lightweight Framework for Data and Training of Large Action Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.700112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b37857e-8851-413d-87d0-9aa357bf5ecf · outbound

This paper cites AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.761441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 903d018c-e11c-4446-9e6b-614dd46ea320 · outbound

This paper cites xLAM: A Family of Large Action Models to Empower AI Agent Systems.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback xLAM: A Family of Large Action Models to Empower AI Agent Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.817155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f80f2062-b766-4401-9e76-ef9e5998702d · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.886944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a894b1dc-9508-4ff3-b46f-74929a17e9c9 · outbound

This paper cites online" 'onlinestring :=.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback online" 'onlinestring :=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.979211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89235b0e-808b-44b9-99b6-4ddb72295c6a · outbound

This paper cites write newline.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback write newline

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:57.048733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a05bf665-2307-4f98-84fe-e0c110d1fff4 · inbound

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models cites this paper.

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:46:04.002763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.