Heterogeneous Self-Play for Realistic Highway Traffic Simulation

PHASE (Policy for Heterogeneous Agent Self-play on Expressway) is a context-aware self-play framework designed for realistic highway traffic simulation. It addresses the challenges of broad scenario coverage, controllable rare safety-critical situations, and credible multi-agent interactions, also supporting different vehicle profiles.