Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition

Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

We study reinforcement learning with linear function approximation, unknown transition, and adversarial losses in the bandit feedback setting. Specifically, we focus on linear mixt…