When May a Bandit Leave Its Anchor? E-Process-Authorized Thompson Sampling under Non-stationarity

Stationarity rewards memory, but after a change the same history can mislead. We ask when forgetting should be permitted. E-process-authorized Thompson sampling (e-ATS) gives each arm full-history and discounted Beta states.