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MCTS (Monte Carlo Tree Search) for Code Generation

This module implements MCTS for code translation search spaces where:

• State: Partial AST representation
• Action: Transform rules (AST transformations)
• Reward: Compilation success (0 or 1)

Uses UCB1/UCT selection policy for balancing exploration/exploitation, with optional policy network guidance via aprender.

Re-exports

pub use mcts::Action;

pub use mcts::ActionSpace;

pub use mcts::MctsConfig;

pub use mcts::MctsResult;

pub use mcts::MctsSearch;

pub use mcts::MctsStats;

pub use mcts::Node;

pub use mcts::NodeId;

pub use mcts::NodeStats;

pub use mcts::PolicyNetwork;

pub use mcts::Reward;

pub use mcts::SearchTree;

pub use mcts::State;

pub use mcts::StateSpace;

Modules

mcts

Monte Carlo Tree Search implementation for code generation.