Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search

Jello Zhou, David J. Schwab, Vudtiwat Ngampruetikorn

Stochastic resetting -- intermittently returning a process to a fixed reference state -- has emerged as an effective mechanism for optimizing first-passage properties. Existing the…