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Implementation of Monte-Carlo Tree Search for the game of Gomoku

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MPARASHA/Gomoku-Players

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flat_mc_player
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mcts_player
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random_player
random_player
 
 
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README.md
README.md
 
 
play.py
play.py
 
 

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Gomoku-Players

Implementation of 3 Search based players for the game of Gomoku:

  • Random Player - Chooses next move randomly
  • Flat Monte-Carlo Player - Chooes next move by conducting a 1-ply search over all the legal moves
  • MCTS based player - Chooses next move by using the Monte-Carlo tree search algorithm with random rollouts and UCB Tree Policy.

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Implementation of Monte-Carlo Tree Search for the game of Gomoku

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gomoku monte-carlo-tree-search heuristic-search

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