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upvoted an article 5 days ago

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Article

Agentic RL: Token-In, Token-Out Done Right

• 

huggingface

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May 29

• 38

upvoted a paper 23 days ago

More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning

Paper • 2610.19789 • Published 25 days ago • 43

upvoted a paper 2 months ago

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published Aug 27 • 82

upvoted a paper 3 months ago

Pass the Baton: Trajectory-Relayed On-Policy Distillation

Paper • 2607.26057 • Published Jul 28 • 30

upvoted a paper 6 months ago

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 117

upvoted 2 papers 7 months ago

SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments

Paper • 2604.14144 • Published Apr 15 • 63

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

Paper • 2604.08455 • Published Apr 9 • 46

upvoted a paper 9 months ago

InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning

Paper • 2602.06960 • Published Feb 6 • 14

upvoted 6 papers about 1 year ago

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Paper • 2510.18855 • Published Oct 21, 2025 • 74

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts

Paper • 2509.25160 • Published Sep 29, 2025 • 32

GUI-G^2: Gaussian Reward Modeling for GUI Grounding

Paper • 2507.15846 • Published Jul 21, 2025 • 84

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks

Paper • 2508.05614 • Published Aug 7, 2025 • 20

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Paper • 2508.05615 • Published Aug 7, 2025 • 22

Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models

Paper • 2508.05613 • Published Aug 7, 2025 • 17

upvoted 3 papers over 1 year ago

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published Jul 21, 2025 • 34

ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models

Paper • 2505.21500 • Published May 27, 2025 • 15

Chain-of-Model Learning for Language Model

Paper • 2505.11820 • Published May 17, 2025 • 119