Open AccessTemporal difference learning
Author(s) -
Andrew G. Barto
Publication year - 2007
Publication title -
scholarpedia
Language(s) - English
Resource type - Journals
ISSN - 1941-6016
DOI - 10.4249/scholarpedia.1604
Subject(s) - temporal difference learning , psychology , computer science , artificial intelligence , reinforcement learning
This chapter contains sections titled: TD Prediction, Advantages of TD Prediction Methods, Optimality of TD(0), Sarsa: On-Policy TD Control, Q-Learning: Off-Policy TD Control, Actor-Critic Methods, R-Learning for Undiscounted Continuing Tasks, Games, Afterstates, and Other Special Cases, Summary, Bibliographical and Historical Remarks
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