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upvoted 2 papers about 17 hours ago

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published 2 days ago • 62

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Paper • 2608.27260 • Published 2 days ago • 55

upvoted 2 papers 22 days ago

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

Paper • 2608.06197 • Published 23 days ago • 46

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published 23 days ago • 100

upvoted a paper 25 days ago

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

Paper • 2607.28590 • Published 30 days ago • 46

upvoted a paper 28 days ago

CAST: Game Solvers as Turn-Level Teachers for LLM Agents

Paper • 2607.25308 • Published Jul 28 • 41

upvoted a paper 30 days ago

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

Paper • 2607.26784 • Published about 1 month ago • 30

upvoted 4 papers 3 months ago

Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning

Paper • 2605.28424 • Published May 27 • 32

Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments

Paper • 2605.27209 • Published May 26 • 17

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Paper • 2605.27141 • Published May 26 • 20

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

Paper • 2605.22177 • Published May 21 • 21

upvoted 2 papers 4 months ago

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 118

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning

Paper • 2605.10923 • Published May 11 • 12

upvoted 3 papers 5 months ago

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation

Paper • 2604.08455 • Published Apr 9 • 48

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 103

V_{0.5}: Generalist Value Model as a Prior for Sparse RL Rollouts

Paper • 2603.10848 • Published Mar 11 • 17

upvoted 4 papers 7 months ago

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Paper • 2602.07026 • Published Feb 2 • 141

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published Feb 3 • 27

Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents

Paper • 2509.23040 • Published Sep 27, 2025 • 12

V_0: A Generalist Value Model for Any Policy at State Zero

Paper • 2602.03584 • Published Feb 3 • 22