math.OC, math.PR, q-fin.MF, stat.ML

Robust Exploratory Stopping under Ambiguity in Reinforcement Learning

arXiv:2510.10260v2 Announce Type: replace-cross
Abstract: 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 stopping time mot…