MCTS-NC: A thorough GPU parallelization of Monte Carlo Tree Search implemented in Python via numba.cuda

Welcome to MCTS-NC’s documentation!

The core functionalities of this project are embodied by the class MCTSNC present in mctsnc module. Other modules play the role of auxiliary utilities or demonstrators.

For additional information on the project (and for more examples) please see also the README.md file in project’s repository: https://github.com/pklesk/mcts_numba_cuda.

Contents:

• src
  • c4 module
  • game_runner module
  • gomoku module
  • main module
  • mcts module
  • mctsnc module
  • mctsnc_game_mechanics module
  • plots module
  • utils module

Indices and tables

• Index

• Module Index

• Search Page