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PettingZoo Connect Four

A two-player game benchmark for evaluating move selection, opponent modeling, and search.

Published by Farama Foundation

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Setup and evaluation

Agents alternate dropping pieces into columns and try to form a four-piece line. Use the legal-action mask to avoid full columns, and evaluate each policy from both player positions so the first-move advantage does not skew results.

Install with pip install 'pettingzoo[classic]', import connect_four_v3 from pettingzoo.classic, and create an environment with connect_four_v3.env().

Framework
PettingZoo
Access
Local PettingZoo environment. No account required.
Official setup and documentation