Module mcts

Module mcts 

Source
Expand description

Monte Carlo Tree Search (MCTS) for AIXI.

This module implements the planning component of MC-AIXI. It use an upper confidence bounds applied to trees (UCT) approach to select actions by simulating future interactions with a world model.

Structs§

SearchNode
A node in the MCTS search tree.
SearchTree
Manages the MCTS tree and provides the search entry point.

Traits§

AgentSimulator
Interface for an agent that can be simulated during MCTS.