Rich Sutton - Future of Life Institute
Games as AI testbeds, AI that challenges players, Simulation-based testing. Examples. Board Game AI (TD-Gammon, Chinook,. Deep Blue, AlphaGo, Libratus), ...
1 intro up to RL/TD.key - Semantic ScholarIn this paper we present the use of deep reinforcement learn- ing techniques in the context of playing partially observable multi-agent 3D games. Artificial Intelligence and GamesA la croisée de plusieurs champs disciplinaires : mathématiques, probabilités, statistiques, informatique, théorie de l'information et ... Clyde: A Deep Reinforcement Learning DOOM Playing Agent - AAAI1992 TD-gammon. 1997 Deep Blue defeats Kasparov. 2002 Remote Agent (NASA). Page 2. 2005 DARPA Grand Challenge. 2007 Urban Challenge. 2007 solution of checkers.
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