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MCTS-Gen
Provides a generic Monte Carlo Tree Search framework augmented by external AI agents for policy and value predictions.
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MCTS-Gen offers a versatile Monte Carlo Tree Search (MCTS) framework designed to integrate seamlessly with modern AI agents. Moving beyond traditional Genetic Programming, it enhances the standard UCT algorithm with AI-driven value predictions and crucial Policy Pruning, which intelligently narrows the search space. This framework is exposed as a set of tools, making it easy to connect with AI agents like the Gemini CLI, and is built for extensibility, allowing developers to easily add support for new games.
Developer Tools
Data Science & ML
Game Development
