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Collections

Discover the best community collections!

Collections trending this week

Agent context: workspace selection and learned memory

How do agents select an initial workspace view, compress interaction history and learn what to retain?

Learning CLI Agents with Structured Action Credit under Selective Observation

Paper • 2605.08013 • Published May 8 • 2
AgentFold: Long-Horizon Web Agents with Proactive Context Management

Paper • 2510.24699 • Published Oct 28, 2025 • 73
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Paper • 2507.02259 • Published Jul 3, 2025 • 6
HiMPO: Hindsight-Informed Memory Policy Optimization for Less-Entangled Credit in Long-Horizon Agents

Paper • 2606.16285 • Published Jun 15 • 1

Recommender Systems

Anime Text-To-Images

Gazingstars123/Anima-2.9B

Text-to-Image • Updated Aug 28 • 76.2k • 425
circlestone-labs/Anima

Updated Aug 24 • 2.03M • 2.56k

This collection brings together a line of research on building robust AI systems under evolving data, tasks, and reasoning distributions.

MiaoMiaoYang/OpenMMlo

Preview • Updated May 7 • 75 • 3
MiaoMiaoYang/CXR-CounterFact

Viewer • Updated May 11 • 160k • 52 • 3
MiaoMiaoYang/CXR-MAX

Updated May 11 • 138 • 2

Qwen/Qwen3-1.7B

Text Generation • 2B • Updated Jul 26, 2025 • 4.3M • • 614

Agent credit assignment: feedback and supervision

Which rewards, state comparisons and extra supervision support action-level credit in multi-turn agent training?

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models

Paper • 2604.09459 • Published Apr 13 • 14
Group-in-Group Policy Optimization for LLM Agent Training

Paper • 2505.10978 • Published May 16, 2025 • 24
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks

Paper • 2602.22817 • Published Feb 26
Learning CLI Agents with Structured Action Credit under Selective Observation

Paper • 2605.08013 • Published May 8 • 2

Transfer Learning

ODELIA-AI/ODELIA-Challenge-2025

Viewer • Updated Oct 19, 2025 • 2.22k • 1.88k • 14
LMUK-RADONC-PHYS-RES/TrackRAD2025

Updated May 29 • 5.04k • 9

google/timesfm-3.0-pytorch

Time Series Forecasting • 0.3B • Updated Sep 2 • 644k • 1.01k

Research Papers

What Else Needs Fixing? Exploring Cost-Effective Test-Time Compute for Revision Propagation in Artifacts Generated Through Conversation

Paper • 2609.03254 • Published Sep 3 • 3

Agent context: workspace selection and learned memory

How do agents select an initial workspace view, compress interaction history and learn what to retain?

Learning CLI Agents with Structured Action Credit under Selective Observation

Paper • 2605.08013 • Published May 8 • 2
AgentFold: Long-Horizon Web Agents with Proactive Context Management

Paper • 2510.24699 • Published Oct 28, 2025 • 73
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Paper • 2507.02259 • Published Jul 3, 2025 • 6
HiMPO: Hindsight-Informed Memory Policy Optimization for Less-Entangled Credit in Long-Horizon Agents

Paper • 2606.16285 • Published Jun 15 • 1

Agent credit assignment: feedback and supervision

Which rewards, state comparisons and extra supervision support action-level credit in multi-turn agent training?

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models

Paper • 2604.09459 • Published Apr 13 • 14
Group-in-Group Policy Optimization for LLM Agent Training

Paper • 2505.10978 • Published May 16, 2025 • 24
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks

Paper • 2602.22817 • Published Feb 26
Learning CLI Agents with Structured Action Credit under Selective Observation

Paper • 2605.08013 • Published May 8 • 2

Recommender Systems

Transfer Learning

Anime Text-To-Images

Gazingstars123/Anima-2.9B

Text-to-Image • Updated Aug 28 • 76.2k • 425
circlestone-labs/Anima

Updated Aug 24 • 2.03M • 2.56k

ODELIA-AI/ODELIA-Challenge-2025

Viewer • Updated Oct 19, 2025 • 2.22k • 1.88k • 14
LMUK-RADONC-PHYS-RES/TrackRAD2025

Updated May 29 • 5.04k • 9

This collection brings together a line of research on building robust AI systems under evolving data, tasks, and reasoning distributions.

MiaoMiaoYang/OpenMMlo

Preview • Updated May 7 • 75 • 3
MiaoMiaoYang/CXR-CounterFact

Viewer • Updated May 11 • 160k • 52 • 3
MiaoMiaoYang/CXR-MAX

Updated May 11 • 138 • 2

google/timesfm-3.0-pytorch

Time Series Forecasting • 0.3B • Updated Sep 2 • 644k • 1.01k

Qwen/Qwen3-1.7B

Text Generation • 2B • Updated Jul 26, 2025 • 4.3M • • 614

Research Papers

What Else Needs Fixing? Exploring Cost-Effective Test-Time Compute for Revision Propagation in Artifacts Generated Through Conversation

Paper • 2609.03254 • Published Sep 3 • 3

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