MCTS Pacman agent applied to the Pacman VS Ghosts conpetition framework.
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This is an eclipse project that uses the already provided Ms Pacman framework. For information about the project visit http://www.pacmanvghosts.co.uk/
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The implementation of the MCTS agent can be found in MCTS-Pacman/src/MCTS/pacman/controller directory.
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The MCTS algorithm used is the default MCTS algorithm with a random rollout policy.
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Pacman's next action is calculated from the algorithm when pacman is on a junction, to improve perfomance and search depth. This junction calculation approach is influenced by this paper. (https://ieeexplore.ieee.org/abstract/document/6731713)
