Learning to play chess using TD(?)-learning with database games
world champion Vertex is based on standard game-tree search techniques: a ... TD-Gammon, A Self-Teaching Backgammon. Program, Achieves Master-Level Play ...
Bootstrapping from Game Tree SearchThe decomposition moti- vates Symplectic Gradient Adjustment (SGA), a new algorithm for finding stable fixed points in general games. Basic experiments show SGA ... Tower Defense Games - Industry Snapshot - InvestGameWe demonstrate a viable alternative by training networks to evaluate Go positions via tem- poral difference (TD) learning. Our approach is based on network ... Searching for Solutions in Games and Artificial Intelligence - FreeIn this paper, we propose multi-stage TD (MS-TD) learning, a kind of hierarchical reinforcement learning method, to effectively improve the performance for the ...
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