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What is Temporal-Differences Algorithm

Chapter 181
Encyclopedia of Business Analytics and Optimization
it is a reinforcement-learning algorithm in which the learner uses the different between the expected and actual rewards received in the different states of the world visited in a given episode to revise the expected value of the states (or state-action pairs).
Published in Chapter:
Reinforcement Learning for Business Modeling
Fernando S. Oliveira (ESSEC Business School, Singapore)
Copyright: © 2014 |Pages: 10
DOI: 10.4018/978-1-4666-5202-6.ch181
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