Paper Citation Record · LEDGER

Reinforcement Learning for Long-Horizon Interactive LLM Agents

As of 16 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 51 inbound Pith citation observations for arXiv:2502.01600.

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

pith.paper-citation-record.v1
2502.01600 v3

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:56:00.329027Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 51 of 51 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:50:51.026135Z

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

50 of 50 outbound references displayed

verified exact0
verified fuzzy29
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation be444522-3b84-4f00-a6d2-27129c6c827f · outbound

This paper cites write newline.

Reinforcement Learning for Long-Horizon Interactive LLM Agents write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.175690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9d7b82-4b1c-40d7-969d-86de32af08b9 · outbound

This paper cites Back to basics: Revisiting REINFORCE -style optimization for learning from human feedback in LLMs.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Back to basics: Revisiting REINFORCE -style optimization for learning from human feedback in LLMs

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.929673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9357bc52-4d7e-4185-964c-58cfaf9368c7 · outbound

This paper cites Thinking fast and slow with deep learning and tree search.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Thinking fast and slow with deep learning and tree search

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.920816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3c600c5b-3e54-43f7-96d3-3ae9a1749549 · outbound

This paper cites DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.187032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122fa5cb-c3db-4f03-89ea-9df8ea0b834b · outbound

This paper cites Grounding large language models in interactive environments with online reinforcement learning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Grounding large language models in interactive environments with online reinforcement learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.912383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e48f99d2-9cf3-4d39-a050-74ea028dfc96 · outbound

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

Reinforcement Learning for Long-Horizon Interactive LLM Agents FireAct: Toward Language Agent Fine-tuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.193783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a8fec7-3e07-4384-8931-71b1345616b9 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.197270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5796287-07ce-4448-a87b-b07710f8b6f5 · outbound

This paper cites The Llama 3 Herd of Models.

Reinforcement Learning for Long-Horizon Interactive LLM Agents The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.200570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d841b603-7417-495e-86db-f2062e30d551 · outbound

This paper cites D., Oosterhuis, H., de Rijke, M., and Shukla, S.

Reinforcement Learning for Long-Horizon Interactive LLM Agents D., Oosterhuis, H., de Rijke, M., and Shukla, S

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.203577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5844cb03-48df-4753-95b5-fc08356f6552 · outbound

This paper cites Teaching Large Language Models to Reason with Reinforcement Learning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Teaching Large Language Models to Reason with Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.206362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e6733f-79b7-4d4f-8ce6-dd4c2300cce0 · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W.

Reinforcement Learning for Long-Horizon Interactive LLM Agents J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.903345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20058a19-7f85-4784-97f4-44a1377fe38d · outbound

This paper cites P., Littman, M.

Reinforcement Learning for Long-Horizon Interactive LLM Agents P., Littman, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.894633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 70bc154c-7af5-47f7-8fe4-2d74ec3217ac · outbound

This paper cites and Langford, J.

Reinforcement Learning for Long-Horizon Interactive LLM Agents and Langford, J

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.217235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8060d98-83f4-4402-b46b-a9de15137134 · outbound

This paper cites VinePPO: Refining Credit Assignment in RL Training of LLMs.

Reinforcement Learning for Long-Horizon Interactive LLM Agents VinePPO: Refining Credit Assignment in RL Training of LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.220169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1852615-2ed0-4e33-b45a-294be7c124c1 · outbound

This paper cites Language models can solve computer tasks.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Language models can solve computer tasks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.880119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7027d52-7992-4140-a450-a787d6c6bd78 · outbound

This paper cites Buy 4 reinforce samples, get a baseline for free! In ICLR 2019 Workshops, 2019.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Buy 4 reinforce samples, get a baseline for free! In ICLR 2019 Workshops, 2019

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.871327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f2c3648e-c89e-4fb3-8f93-2b4fcb7a5209 · outbound

This paper cites H., Gonzalez, J., Zhang, H., and Stoica, I.

Reinforcement Learning for Long-Horizon Interactive LLM Agents H., Gonzalez, J., Zhang, H., and Stoica, I

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.862493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9b6f215a-b079-49ea-ac85-70693b68404e · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.232188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f30d4d-343c-439f-8a42-8433b614696b · outbound

This paper cites AgentInstruct: Toward Generative Teaching with Agentic Flows.

Reinforcement Learning for Long-Horizon Interactive LLM Agents AgentInstruct: Toward Generative Teaching with Agentic Flows

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.235295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d447578b-626f-48f9-ae56-3057b45e943e · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Reinforcement Learning for Long-Horizon Interactive LLM Agents WebGPT: Browser-assisted question-answering with human feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.238491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c93a203-4b43-4420-b096-0ee13fc603c2 · outbound

This paper cites D., and Barzilay, R.

Reinforcement Learning for Long-Horizon Interactive LLM Agents D., and Barzilay, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.853634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52c2be5b-19a6-4376-83ea-4ef330ac51b6 · outbound

This paper cites Introducing OpenAI o1, 2024.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Introducing OpenAI o1, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.844786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ea2a00a5-9396-4569-91ee-7b72038ef238 · outbound

This paper cites Training language models to follow instructions with human feedback.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Training language models to follow instructions with human feedback

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.247681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 832d4fbe-3772-4836-ab60-ac71b6e5e84d · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.250658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f99d275-8b4b-4e73-9702-44873ce220c8 · outbound

This paper cites ToolLLM : Facilitating large language models to master 16000+ real-world APIs.

Reinforcement Learning for Long-Horizon Interactive LLM Agents ToolLLM : Facilitating large language models to master 16000+ real-world APIs

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.831141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ed9810bc-ea2f-4e26-a9c2-836040c6721a · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Toolformer: Language models can teach themselves to use tools

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.823270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25e64932-c570-4820-adec-0a67c5139792 · outbound

This paper cites I., and Abbeel, P.

Reinforcement Learning for Long-Horizon Interactive LLM Agents I., and Abbeel, P

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.814874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a64858a-7356-4e9a-84af-064cb4b44654 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Proximal Policy Optimization Algorithms

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.263354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20db280-cd63-4995-9cba-3a91d9e32b3a · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Reinforcement Learning for Long-Horizon Interactive LLM Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.266419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da300191-1603-4e48-ae49-8c0440154f38 · outbound

This paper cites Direct multi-turn preference optimization for language agents.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Direct multi-turn preference optimization for language agents

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.806541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 264b9455-85ab-447e-9360-3ccafe36cfbe · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Reflexion: Language agents with verbal reinforcement learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.798035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8fc187c8-522a-4390-81c4-0effd84dfc5c · outbound

This paper cites D., Agarwal, R., Anand, A., Patil, P., Garcia, X., Liu, P.

Reinforcement Learning for Long-Horizon Interactive LLM Agents D., Agarwal, R., Anand, A., Patil, P., Garcia, X., Liu, P

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.789415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a14132ce-3559-4151-93b0-a07490148853 · outbound

This paper cites M., Lowe, R., Voss, C., Radford, A., Amodei, D., and Christiano, P.

Reinforcement Learning for Long-Horizon Interactive LLM Agents M., Lowe, R., Voss, C., Radford, A., Amodei, D., and Christiano, P

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.780972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ad18a1a7-50cc-4f3f-8baa-34fb59e4d741 · outbound

This paper cites torchtune: PyTorch's finetuning library, April 2024.

Reinforcement Learning for Long-Horizon Interactive LLM Agents torchtune: PyTorch's finetuning library, April 2024

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.770623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7b3adcb7-ac58-4d3b-b959-4641a548575d · outbound

This paper cites A pp W orld: A controllable world of apps and people for benchmarking interactive coding agents.

Reinforcement Learning for Long-Horizon Interactive LLM Agents A pp W orld: A controllable world of apps and people for benchmarking interactive coding agents

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.762825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df69eb9d-2b8d-4aba-9585-39ff767a9699 · outbound

This paper cites Executable code actions elicit better LLM agents.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Executable code actions elicit better LLM agents

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.755002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 225abf2b-3099-434c-9383-93941f9946cc · outbound

This paper cites DD-PPO : L earning near-perfect PointGoal navigators from 2.5 billion frames.

Reinforcement Learning for Long-Horizon Interactive LLM Agents DD-PPO : L earning near-perfect PointGoal navigators from 2.5 billion frames

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.746486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d620ba99-cd16-46b3-8e9a-23932052479a · outbound

This paper cites Cut Your Losses in Large-Vocabulary Language Models.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Cut Your Losses in Large-Vocabulary Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.293146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c700fd-8839-4879-b517-dacc14d99b3a · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:56:00.738369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a73299b-08cb-421b-97a5-8b925761da1c · outbound

This paper cites Qwen2.5 Technical Report.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Qwen2.5 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.299288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16832fe2-692d-44bf-9b16-297241d0c33e · outbound

This paper cites Intercode: standardizing and benchmarking interactive coding with execution feedback.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Intercode: standardizing and benchmarking interactive coding with execution feedback

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.729514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 03e338e7-1acd-47d8-a0c4-9cbd0eb20305 · outbound

This paper cites Keep CALM and explore: Language models for action generation in text-based games.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Keep CALM and explore: Language models for action generation in text-based games

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.720721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fbf0f105-5b4d-4ae1-b854-8867a3877da5 · outbound

This paper cites WebShop : Towards scalable real-world web interaction with grounded language agents.

Reinforcement Learning for Long-Horizon Interactive LLM Agents WebShop : Towards scalable real-world web interaction with grounded language agents

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.711390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1f641c1d-725b-40a4-9d96-1d1ae04fc5c5 · outbound

This paper cites R., and Cao, Y.

Reinforcement Learning for Long-Horizon Interactive LLM Agents R., and Cao, Y

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.701404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 46657d16-3287-408d-9117-e9057026d4fe · outbound

This paper cites Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.314373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db68ef43-d623-4056-a443-933467be9fc4 · outbound

This paper cites ST ar: Bootstrapping reasoning with reasoning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents ST ar: Bootstrapping reasoning with reasoning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.692776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e4826752-2c93-4639-8fb9-f9c367cf720b · outbound

This paper cites Fine-tuning large vision-language models as decision-making agents via reinforcement learning.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Fine-tuning large vision-language models as decision-making agents via reinforcement learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.684076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9745ed1c-470d-4890-bf8a-09c68c3c99f1 · outbound

This paper cites PyTorch FSDP : Experiences on scaling fully sharded data parallel.

Reinforcement Learning for Long-Horizon Interactive LLM Agents PyTorch FSDP : Experiences on scaling fully sharded data parallel

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.675175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9429a772-2349-4b75-822e-4b617f6fdd67 · outbound

This paper cites and Zanette, A.

Reinforcement Learning for Long-Horizon Interactive LLM Agents and Zanette, A

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:56:00.664792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5208e95e-bee9-4698-a6de-66cfa3ba12d6 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Reinforcement Learning for Long-Horizon Interactive LLM Agents Fine-Tuning Language Models from Human Preferences

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T14:56:00.329027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e4bb1187-2562-46e3-9dc3-335f6fe88efa · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:09.374887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8e668ac4-ae4d-4216-b8b9-cc1bdf5cac79 · inbound

Group-in-Group Policy Optimization for LLM Agent Training cites this paper.

Group-in-Group Policy Optimization for LLM Agent Training Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:15:08.493759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0d667442-84a5-4408-9b81-d21b07ebe5a5 · inbound

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games cites this paper.

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-19T12:02:16.633951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e8e64e95-ca1d-49b7-bed5-f699951ef985 · inbound

Kinetics: Rethinking Test-Time Scaling Laws cites this paper.

Kinetics: Rethinking Test-Time Scaling Laws Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:34.130495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b5bd41e-3c99-44ec-a815-beaad8d3931f · inbound

World-Env: Leveraging World Model as a Virtual Environment for VLA Post-Training cites this paper.

World-Env: Leveraging World Model as a Virtual Environment for VLA Post-Training Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:51:23.567751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 925a5ce1-d2d7-4178-bfe5-2fb732e95e7c · inbound

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization cites this paper.

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T00:13:25.232880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad7c6cd3-d20e-4af2-b1dd-39bbcd235b9c · inbound

OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search cites this paper.

OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 1

Resolution: verified exact; orphan_title_repair, observed 2026-05-13T17:16:39.680321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 512c6297-bb55-4f2d-bdfc-82ef2af826de · inbound

ReCodeAgent: A Multi-agent Workflow for Language-Agnostic Translation and Validation of Large-Scale Repositories cites this paper.

ReCodeAgent: A Multi-agent Workflow for Language-Agnostic Translation and Validation of Large-Scale Repositories Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:41:36.606515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ccb1273e-df61-4d0b-9635-b572b7a75b4d · inbound

PRIME: Training Free Proactive Reasoning via Iterative Memory Evolution for User-Centric Agent cites this paper.

PRIME: Training Free Proactive Reasoning via Iterative Memory Evolution for User-Centric Agent Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:06:09.596177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7feaa6e3-7208-4040-9399-24d247f613d7 · inbound

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents cites this paper.

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:31:01.132467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3725c6d8-76ba-44c5-95b1-bf18b55c5d5c · inbound

A Survey on LLM-based Conversational User Simulation cites this paper.

A Survey on LLM-based Conversational User Simulation Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:11:11.955831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e020dca7-2282-48be-b8af-941aec689ae8 · inbound

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards cites this paper.

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:16:27.727101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 210dde5e-a747-4990-bdaa-1517e3848351 · inbound

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards cites this paper.

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:11:16.399865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3271b7ac-b713-4635-852e-de953a3b9536 · inbound

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards cites this paper.

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:45:50.901886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25088d7d-5bec-46f7-bc20-57dbb390f5d3 · inbound

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards cites this paper.

FutureWorld: A Live Reinforcement Learning Environment for Predictive Agents with Real-World Outcome Rewards Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:22:42.017929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ec1bfbce-90ef-4b2a-b5d2-a13ec96ed22e · inbound

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning cites this paper.

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:26:17.815362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f592c01-f6c7-43d2-a313-fd7547883156 · inbound

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning cites this paper.

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:55:59.108341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 150cb53b-4bd5-449b-950c-265fbaa860c0 · inbound

On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length cites this paper.

On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 71

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:40:40.599054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0c6d15d9-6bb8-41dc-a7cf-8dc0bfac18cc · inbound

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

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:08.634344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c63fbe8-01a5-46d0-b1b2-d810a5660313 · inbound

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

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:05:55.145588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fc4b1324-6e69-4bb9-b185-37d0cbaf4b7b · inbound

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

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T07:17:28.298280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5002871f-5011-490c-8051-83c5be015592 · inbound

Learning and Reusing Policy Decompositions for Hierarchical Generalized Planning with LLM Agents cites this paper.

Learning and Reusing Policy Decompositions for Hierarchical Generalized Planning with LLM Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:40:59.236958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 70cf5383-fd29-4172-9093-e0c0ee7f2ffb · inbound

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment cites this paper.

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:55:51.066392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f4304d3e-0096-4a0d-9b56-6c8036d8642a · inbound

SOD: Step-wise On-policy Distillation for Small Language Model Agents cites this paper.

SOD: Step-wise On-policy Distillation for Small Language Model Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:40:54.478495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9f7caa68-52f5-452f-99dc-cf86f58209e2 · inbound

SOD: Step-wise On-policy Distillation for Small Language Model Agents cites this paper.

SOD: Step-wise On-policy Distillation for Small Language Model Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T05:20:45.157089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d01e1ee-1956-4538-94b6-9d60d3da26f7 · inbound

Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy cites this paper.

Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:48:28.541838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 225e3096-042b-4d89-9c8e-8faa4995535c · inbound

What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code cites this paper.

What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T05:08:05.103512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fe5798ea-0ed8-40ee-bd67-1950eebb2d83 · inbound

Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents cites this paper.

Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:38:05.569721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 32850909-3bfb-461d-8a2e-bb147a226f0c · inbound

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving cites this paper.

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.558000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2e23d26e-160b-4cee-8734-d8aaf6893079 · inbound

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training cites this paper.

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:16:23.914071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eabaf675-ae68-45a3-9704-648abfd971f8 · inbound

EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement Learning cites this paper.

EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:56:29.163648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f2f634f9-c348-4780-b013-cf731755b35d · inbound

When Denser Credit Is Not Enough: Evidence-Calibrated Policy Optimization for Long-Horizon LLM Agent Training cites this paper.

When Denser Credit Is Not Enough: Evidence-Calibrated Policy Optimization for Long-Horizon LLM Agent Training Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:16:56.938852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 32262e4f-cb6c-4ad6-8590-788e32e41381 · inbound

Building Customer Support AI Agents at 100M-User Scale: An Evaluation-Driven Framework cites this paper.

Building Customer Support AI Agents at 100M-User Scale: An Evaluation-Driven Framework Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.488885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca03c586-95e5-467b-a080-52bc8ff08e3b · inbound

Shattering the Autoregressive Curse: Dynamic Epistemic Entropy Orchestrated Erasable Reinforcement Learning for LLMs cites this paper.

Shattering the Autoregressive Curse: Dynamic Epistemic Entropy Orchestrated Erasable Reinforcement Learning for LLMs Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:18:58.371419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5972265b-c31e-475e-bb50-4ecf7eb7d38e · inbound

Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning cites this paper.

Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:29:45.778295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 151b103e-0bf4-4ebc-a0a6-affd7a86fcfa · inbound

Diagnosing Task Insensitivity in Language Agents cites this paper.

Diagnosing Task Insensitivity in Language Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:51.584015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b17426f0-44c3-46f9-a691-930410cb760e · inbound

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search cites this paper.

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 60

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:55:41.045805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c5c2b98d-1af9-4e9c-b0eb-147293a4d3f2 · inbound

Rank-Then-Act: Reward-Free Control from Frame-Order Progress cites this paper.

Rank-Then-Act: Reward-Free Control from Frame-Order Progress Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:48:45.215284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 07643e0c-ac7f-4345-8fa3-6f137fc0a8db · inbound

WorldSample: Closed-loop Real-robot RL with World Modelling cites this paper.

WorldSample: Closed-loop Real-robot RL with World Modelling Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:58:02.459374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1060e7b5-7a1f-44ad-ae9b-224b1b3a6971 · inbound

Human-Centric Reflective Architecture for Human-AI Collaborative Decision-Making cites this paper.

Human-Centric Reflective Architecture for Human-AI Collaborative Decision-Making Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T05:22:49.815699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b644b619-26d8-48ea-91df-0d76deedb835 · inbound

STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training cites this paper.

STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-11T10:50:54.419477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa8e51b-6044-4349-84d4-f8d597be9f87 · inbound

Speculate While You Reason: Teaching Agents to Predict Their Next Tool Call via Joint Agent-Speculator RL cites this paper.

Speculate While You Reason: Teaching Agents to Predict Their Next Tool Call via Joint Agent-Speculator RL Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T01:29:10.250529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74360757-7012-4b6a-9243-770addcc35bc · inbound

TCPO: Turn-Level Credit Policy Optimization cites this paper.

TCPO: Turn-Level Credit Policy Optimization Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T23:23:14.629933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9adefe45-cc4b-402a-a50d-2d780189b19a · inbound

Agentic Reinforcement Learning with Self-Distilled Reward Shaping cites this paper.

Agentic Reinforcement Learning with Self-Distilled Reward Shaping Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T23:15:50.724043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52bf7d1e-7a78-4cbc-9950-ef6e8145ea06 · inbound

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks cites this paper.

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:49.695690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02e847f-6de2-4d70-9e96-b18755c4a78b · inbound

ADIAS: Automated Design of Interactive Agentic Systems cites this paper.

ADIAS: Automated Design of Interactive Agentic Systems Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:27.019408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1b4e244-6b66-4eee-8d81-a7f6395fbe2e · inbound

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents cites this paper.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T19:29:14.787945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 604af2c4-39c3-4a80-8fb9-b61d552f1bdd · inbound

DiDPO: Diff-in-Diff Policy Optimization for Coding Agent Training cites this paper.

DiDPO: Diff-in-Diff Policy Optimization for Coding Agent Training Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T14:00:52.751101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e12b3ee5-81bf-4fa0-b109-8e6a4395e104 · inbound

CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents cites this paper.

CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:51.026135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90394ae-8bf4-421a-81a6-97acf69a6280 · inbound

Learning from Environmental Feedback: Credit Assignment across Multiple Timescales for Agentic Reinforcement Learning cites this paper.

Learning from Environmental Feedback: Credit Assignment across Multiple Timescales for Agentic Reinforcement Learning Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T00:20:30.881986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7903429c-8806-47f5-980f-186ef96cb48c · inbound

Bidirectional Context Self-Distillation for Reinforcement Learning of Skill-Based LLM Agents cites this paper.

Bidirectional Context Self-Distillation for Reinforcement Learning of Skill-Based LLM Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T15:14:31.186850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.