Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning

Jingduo Pan, Taoran Wu, Yiling Xue +1

We study stochastic minimum-cost reach-avoid reinforcement learning, where an agent must satisfy a reach-avoid specification with probability at least $p$ while minimizing expected…