3 papers
eess.SP2026
EEG-Based Brain-LLM Interface for Human Preference Aligned Generation
Junzi Zhang, Jianing Shen, Weijie Tu +5
Large language models (LLMs) are becoming an increasingly important component of human--computer interaction, enabling users to coordinate a wide range of intelligent agents throug…
math.OC2025
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games
Anran Hu, Junzi Zhang
Reinforcement learning for multi-agent games has attracted lots of attention recently. However, given the challenge of solving Nash equilibria for large population games, existing…
cs.GT2025
MFGLib: A Library for Mean-Field Games
Xin Guo, Anran Hu, Matteo Santamaria +2
Mean-field games (MFGs) are limiting models to approximate -player games, with a number of applications. Despite the ever-growing numerical literature on computation of MFGs, th…