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Pygame_spiel: Pygame-based UI to play board Reinforcement Learning games from OpenSpiel

PygameSpiel is a Pygame-based library to play board games from the library OpenSpiel against AI algorithms.

Pygame_spiel provides a graphical UI interface to play games from the library OpenSpiel. While by default Pygame_spiel allows to play against a few existing algorithms from OpenSpiel, it also enables users who are working with OpenSpiel to quickly test new algorithms. With this in mind, Pygame_spiel offers the possibility to plugin new BOTs in runtime for quick testing.

Index

Overview

Use your mouse to select the cell (tic tac toe) or select pawn and destination cell (breakthrough).

breakthrough_tic_tac_toe

Version 1.0.0

Games currently available:

  • Breakthrough
  • Tic Tac Toe

AI algorithms available:

  • mcts, DQN (currently only for breakthrough)

more to come...