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| """ | |
| MCTS (Monte Carlo Tree Search) module for multi-agent framework. | |
| Provides deterministic, testable MCTS with: | |
| - Progressive widening for controlled branching | |
| - Simulation result caching | |
| - Configurable selection and rollout policies | |
| - Experiment tracking and analysis | |
| """ | |
| from .config import MCTSConfig, create_preset_config | |
| from .core import MCTSEngine, MCTSNode | |
| from .experiments import ExperimentResult, ExperimentTracker | |
| from .policies import RolloutPolicy, SelectionPolicy, ucb1 | |
| __all__ = [ | |
| "MCTSNode", | |
| "MCTSEngine", | |
| "ucb1", | |
| "RolloutPolicy", | |
| "SelectionPolicy", | |
| "MCTSConfig", | |
| "create_preset_config", | |
| "ExperimentTracker", | |
| "ExperimentResult", | |
| ] | |