CounterPlay: Counterfactual Post-Training for Self-Play Driving Policies

Jiarong Wei, Yin Wu, Runkai He +1

Self-play in high-throughput simulators yields driving policies with robust closed-loop performance, but improvement per unit of simulation diminishes as training scales. Policies…