Paper Details: Downloads: 367
Serial Number: P1120714001
Title: Automation of the Arabic Sign Language Recognition using the Power Glove
Authors: M. Mohandes and S. A-Buraiky
Abstract: Reinforcement learning algorithm based-on solving RTDP does not have to evaluate the entire state space in order to deliver an optimal policy, and yet it can often obtain good policy. The DP always is employed to be a learning Agent's environment. In this paper, we propose a novel algorithm called V-RTDP to solve Agent learning problems with full observability. Here, we use a new DP framework in varying environment instead of a general one. Our experiment demonstrates that the algorithm is very efficient.
Keywords: Real-time Dynamic Programming, Variational Environment, Reinforcement Learning, Algorithm, Optimal Policy
Journal/Conference: International Journal of Artificial Intelligence and Machine Learning
Volume: 7
Issue: 1
Submission Date: 3/1/2007 12:00:00 AM
Review Date: 4/1/2007 12:00:00 AM
Publishing Date: 6/1/2007 12:00:00 AM
Article Downloads: 367
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