Toshinori Kitamura

Emergence of Exploration in Policy Gradient Reinforcement Learning via Retrying

Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form