Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo Paper • 2305.18246 • Published May 29, 2023
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization Paper • 2411.18612 • Published Nov 27, 2024
Policy Regularized Distributionally Robust Markov Decision Processes with Linear Function Approximation Paper • 2510.14246 • Published Oct 16, 2025 • 1