Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible? - Argyrios Gerogiannis; Yu-Han Huang; Venugopal V. Veeravalli (AISTATS, 2025)

Track-MDP: Reinforcement Learning for Target Tracking with Controlled Sensing. - Adarsh M. Subramaniam; Argyrios Gerogiannis; James Zachary Hare; Venugopal V. Veeravalli (ICASSP, 2025)

Change Detection-Based Procedures for Piecewise Stationary MABs: A Modular Approach. - Yu-Han Huang; Argyrios Gerogiannis; Subhonmesh Bose; Venugopal V. Veeravalli (CoRR, 2025)

Detection Is All You Need: A Feasible Optimal Prior-Free Black-Box Approach For Piecewise Stationary Bandits. - Argyrios Gerogiannis; Yu-Han Huang; Subhonmesh Bose; Venugopal V. Veeravalli (CoRR, 2025)