IEEE - Institute of Electrical and Electronics Engineers, Inc. - Accelerated Q-learning for fail state and action spaces

2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)

Author(s): In-Won Park ; Jong-Hwan Kim ; Kui-Hong Park
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2008
Conference Location: Singapore, Singapore
Conference Date: 12 October 2008
Page(s): 763 - 767
ISBN (CD): 978-1-4244-2384-2
ISBN (Paper): 978-1-4244-2383-5
ISSN (Paper): 1062-922X
DOI: 10.1109/ICSMC.2008.4811370
Regular:

Accelerated Q-learning algorithm is proposed for environment having both goal and fail states. It extends Q-learning, a well-known scheme in reinforcement learning. Unlike this conventional... View More

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