Social Diversity and Social Preferences in Mixed-Motive Reinforcement Learning

McKee Kevin R.
McKee Kevin R.
McWilliams Brian
McWilliams Brian
Duéñez-Guzmán Edgar A.
Duéñez-Guzmán Edgar A.

AAMAS '19: International Conference on Autonomous Agents and Multiagent Systems Auckland New Zealand May, 2020, pp. 869-877, 2020.

Cited by: 1|Views25
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Abstract:

Recent research on reinforcement learning in pure-conflict and pure-common interest games has emphasized the importance of population heterogeneity. In contrast, studies of reinforcement learning in mixed-motive games have primarily leveraged homogeneous approaches. Given the defining characteristic of mixed-motive games--the imperfect co...More

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