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alphazero implemented for games with state/action spaces a finite subset of a countable space

Project description

AlephZero: Extending AlphaZero to Infinite Boards

General implementation of $\aleph_0$, an extension of AlphaZero which uses Transformer network architecture to solve a class of games ($\aleph_0$-extensive form games) whose observation space is sequential, and whose action space arises from choosing indices in this observation space.

Installation

  • Either from pip: pip3 install aleph0
  • Or clone from repo:
    git clone https://github.com/pranavraj575/aleph0
    pip3 install -e aleph0
    

To play Jenga, must install additional packages: pip3 install aleph0[jenga]

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