SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks Paper • 2604.20087 • Published 12 days ago • 14
Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach Paper • 2604.11547 • Published 21 days ago • 5
ClawBench: Can AI Agents Complete Everyday Online Tasks? Paper • 2604.08523 • Published 25 days ago • 261
FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling Paper • 2604.06916 • Published 26 days ago • 34
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 500
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published 26 days ago • 323
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published 28 days ago • 203
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published about 1 month ago • 375
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 349