Mingyu Jin

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upvoted a paper 3 days ago

R-WoM: Retrieval-augmented World Model For Computer-use Agents

Paper • 2510.11892 • Published 5 days ago • 21

upvoted a paper 11 days ago

MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information

Paper • 2510.03632 • Published 14 days ago • 39

upvoted a paper 13 days ago

Dynamic Speculative Agent Planning

Paper • 2509.01920 • Published Sep 2 • 6

upvoted 2 papers 17 days ago

Who's Your Judge? On the Detectability of LLM-Generated Judgments

Paper • 2509.25154 • Published 19 days ago • 28

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published 19 days ago • 133

upvoted 4 papers 18 days ago

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Paper • 2509.08755 • Published Sep 10 • 55

Quantile Advantage Estimation for Entropy-Safe Reasoning

Paper • 2509.22611 • Published 22 days ago • 116

Multiplayer Nash Preference Optimization

Paper • 2509.23102 • Published 21 days ago • 60

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published 22 days ago • 129