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Published at December 9

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

cs.MA

cs.AI

cs.LG

Released Date: December 9, 2024

Authors: F. Bredell¹, H. A. Engelbrecht¹, J. C. Schoeman¹

Aff.: ¹University of Stellenbosch

Arxiv: http://arxiv.org/pdf/2412.06333v1

Refer to caption

Method	2P	3P	4P	5P
Rainbow with Conventions	20.65 (0.11) 3.6%	20.32 (0.07) 0.2%	20.09 (0.09) 0.1%	19.05 (0.08) 0%
Rainbow [36]	20.64 (0.22) 2.5%	18.71 (0.20) 0.2%	18.00 (0.17) 0%	15.26 (0.18) 0%
ACHA [36]	22.73 (0.12) 15.1%	20.24 (0.15) 1.1%	21.57 (0.12) 2.4%	16.80 (0.13) 0%