Ruotong Pan

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upvoted a paper 1 day ago

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment

Paper • 2605.19577 • Published 3 days ago • 53

upvoted a paper about 1 month ago

Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces

Paper • 2604.08362 • Published Apr 9 • 15

upvoted a paper 5 months ago

Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning

Paper • 2512.05591 • Published Dec 5, 2025 • 17