README.md

MuZero PyTorch

Implementation of Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model by DeepMind
for CartPole-v0 environment.

• MuZero + naive tree search is working.
  
• MuZero + monte carlo tree search (MCTS) is now working.
  (search policy has to be approx. uniform at the first episode. If not then restart)
  
• Improvements: more tricks/hacks for better MCTS training.
  

MCTS results

Naive tree search results

Search in the fully expanded tree at depth n the maximum discounted value (+ discounted rewards).
Take the action which is the first action from the root to the maximum node.