Two-Player Game (2PG)

A testbed for two-player game agents. It's currently under development and is limited to three games: Connect Four, Othello, and Tic Tac Toe.

Usage

In a Python 3.11 environment, install the requirements

pip install -r requirements.txt

and run the package

python -m two_player_games -m <model> -v <view> -a1 <agent1> [-d1 <depth1>] -a2 <agent2> [-d2 <depth2>]

Supported Games

• Connect Four (connect4)
• Othello (othello)
• Tic Tac Toe (tictactoe)

Supported Views

• Hidden (hidden)
• Pygame (pygame)

Supported Agents

• Human (human)
• Random (random)
• Maximin
  • Naive: (maximin-naive)
  • Defensive: (maximin-defensive)
  • Stochastic: (maximin-stochastic)
  • Alpha-Beta Pruning: (maximin-alpha-beta)
  • Negamax
• Monte Carlo Tree Search (MCTS)

Example

python -m two_player_games -m tictactoe -v pygame -a1 human -a2 maximin-naive -d2 6