IEEE - Institute of Electrical and Electronics Engineers, Inc. - Approximate Q-Learning: An Introduction

2010 International Conference on Machine Learning and Computing (ICMLC)

Author(s): Pandey, D. ; Pandey, P.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2010
Conference Location: Bangalore, India, India
Conference Date: 9 February 2010
Page(s): 317 - 320
ISBN (Electronic): 978-1-4244-6007-6
ISBN (Paper): 978-1-4244-6006-9
DOI: 10.1109/ICMLC.2010.38
Regular:

This paper introduces an approach to Q-learning algorithm with rough set theory introduced by Zdzislaw Pawlak in 1981. During Q-learning, an agent makes action selections in an effort to maximize... View More

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