Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi

F. Bredell, H. A. Engelbrecht, J. C. Schoeman

The card game Hanabi is considered a strong medium for the testing and development of multi-agent reinforcement learning (MARL) algorithms, due to its cooperative nature, partial o…