Sample Complexity of Kernel-Based Q-Learning

Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh +3

Modern reinforcement learning (RL) often faces an enormous state-action space. Existing analytical results are typically for settings with a small number of state-actions, or simpl…