GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment Paper • 2605.19577 • Published May 19 • 60
Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces Paper • 2604.08362 • Published Apr 9 • 16
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning Paper • 2512.05591 • Published Dec 5, 2025 • 17
