Bias-Corrected Q-Learning With Multistate Extension

Lee, D; Powell, WB

Lee, D (reprint author), Princeton Univ, Dept Comp Sci, Comp Sci, Princeton, NJ 08540 USA.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019; 64 (10): 4011

Abstract

Q-learning is a sample-based model-free algorithm that solves Markov decision problems asymptotically, but in finite time, it can perform poorly when ......

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