MCTS for Planning
Search-based planning.
Components
Selection. Expansion. Simulation. Backpropagation.
AlphaZero
MCTS + deep learning. Self-play.
Applications
Games. Robotics. Decision making.
Key Takeaways
- MCTS components
- AlphaZero combines MCTS + NN
- Game playing applications