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Methods for Exploiting Past Experience Data in Reinforcement Learning

Recent advances in autonomy technology have promoted the widespread emergence of autonomous systems in various domains such as domestic robots, self-driving vehicles, and financial management agents. The technology developed in this invention, Fitted Q-Iteration with Complex Returns (CFQI), enables an autonomous system to learn how to perform a complex...
Published: 1/17/2020   |   Inventor(s): Lei Yu, Robert Wright, Steven Loscalzo
Keywords(s): #SUNYresearch, CleanTech, Technology
Category(s): Technology Classifications > Artificial Intelligence, Campus > Binghamton University

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