mukeshmk/connect-4
A multi-agent implementation of the game Connect-4 using MCTS, Minimax and Exptimax algorithms.
Implements five distinct bot agents (random, one-step lookahead, minimax, expectimax, and MCTS) playable via pygame UI or headless CLI mode with configurable matchups. Applies zero-sum game theory to an accessible, deterministic environment, enabling performance comparison across algorithms through included evaluation metrics and win-ratio analysis.
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Language
Python
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Last pushed
Apr 12, 2020
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