Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving

Zhi Zheng, Shangding Gu

Ensuring safety in MARL, particularly when deploying it in real-world applications such as autonomous driving, emerges as a critical challenge. To address this challenge, tradition…