EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26 • 133
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping Paper • 2509.21880 • Published Sep 26 • 52
DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation Paper • 2510.09116 • Published Oct 10 • 95