Sample Complexity of Kernel-Based Q-Learning

no code implementations • 1 Feb 2023 • Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili

To the best of our knowledge, this is the first result showing a finite sample complexity under such a general model.

Q-Learning Reinforcement Learning (RL)