Game-Theoretic Risk-Shaped Reinforcement Learning for Safe Autonomous Driving

Dong Hu, Fenqing Hu, Lidong Yang +1

Ensuring safety in autonomous driving (AD) remains a significant challenge, especially in highly dynamic and complex traffic environments where diverse agents interact and unexpect…