Showing 2025Show all
2 papers · 1 filter
cs.GT2025
Actively Learning to Coordinate in Convex Games via Approximate Correlated Equilibrium
Zhenlong Fang, Aryan Deshwal, Yue Yu
Correlated equilibrium generalizes Nash equilibrium by allowing a central coordinator to guide players' actions through shared recommendations, similar to how routing apps guide dr…
cs.CV2025
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models
Miao Zhang, Zhenlong Fang, Tianyi Wang +4
Traditional Reinforcement Learning (RL) suffers from replicating human-like behaviors, generalizing effectively in multi-agent scenarios, and overcoming inherent interpretability i…