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National Repository of Grey Literature 2 records found  Search took 0.00 seconds. 
Deterministic Games Playing with Learning
 Knoflíček, Jakub ; Rozman, Jaroslav (referee) ; Zbořil, František (advisor)
This paper deals with creating artificial intelligence for computer player for deterministic games such as checkers. It's analyzed principle of idea and method for best move searching for a current game state in very large state space in combination with method reinforcement learning which allows us to evaluate individual game states. The paper also involves analysis of method for finding all possible moves in concrete implemented game checkers, concept of effective treatment with evaluated game states and mechanism alternate evaluating in case the absence any of them. At the end is final application going in collection of tests where is compared with competitive program and the achieved properties of methods searching best move and reinforcement learning are analyzed.
Detailed record
Deterministic Games Playing with Learning
 Knoflíček, Jakub ; Rozman, Jaroslav (referee) ; Zbořil, František (advisor)
This paper deals with creating artificial intelligence for computer player for deterministic games such as checkers. It's analyzed principle of idea and method for best move searching for a current game state in very large state space in combination with method reinforcement learning which allows us to evaluate individual game states. The paper also involves analysis of method for finding all possible moves in concrete implemented game checkers, concept of effective treatment with evaluated game states and mechanism alternate evaluating in case the absence any of them. At the end is final application going in collection of tests where is compared with competitive program and the achieved properties of methods searching best move and reinforcement learning are analyzed.
Detailed record

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