2 papers
cs.LG2025
Self-Interest and Systemic Benefits: Emergence of Collective Rationality in Mixed Autonomy Traffic Through Deep Reinforcement Learning
Di Chen, Jia Li, Michael Zhang
Autonomous vehicles (AVs) are expected to be commercially available in the near future, leading to mixed autonomy traffic consisting of both AVs and human-driven vehicles (HVs). Al…
physics.soc-ph2025
Evidence and quantification of cooperation of driving agents in mixed traffic flow
Di Chen, Jia Li, H. Michael Zhang
Cooperation is a ubiquitous phenomenon in many natural, social, and engineered systems with multiple agents. Understanding the formation of cooperation in mixed traffic is of theor…