On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting Paper • 2508.11408 • Published 7 days ago • 6
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2 • 177
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute Paper • 2503.23803 • Published Mar 31 • 8
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Paper • 2405.05904 • Published May 9, 2024 • 6
Very Large-Scale Multi-Agent Simulation in AgentScope Paper • 2407.17789 • Published Jul 25, 2024 • 34