Robust Exploratory Stopping under Ambiguity in Reinforcement Learning

Junyan Ye, Hoi Ying Wong, Kyunghyun Park

We propose and analyze a continuous-time robust reinforcement learning framework for optimal stopping under ambiguity. In this framework, an agent chooses a robust exploratory stop…