Kazumi Kasaura

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

Generation of Geodesics with Actor-Critic Reinforcement Learning to Predict Midpoints