mcts topic
UCThello
UCThello - a board game demonstrator (Othello variant) with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short)
MCTS-agent-python
Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a p...
muzero-cpp
A C++ pytorch implementation of MuZero
pyDLGO
基於深度學習的 GTP 圍棋（围棋）引擎，KGS 指引文件以及演算法教學。
Sayuri
AlphaZero based engine for the game of Go (圍棋/围棋).
MCTSnet
A PyTorch implementation of DeepMind's MCTSnet
omega
A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.
synthesis
A rust implementation of AlphaZero algorithm