On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games. (arXiv:2206.10614v1 [cs.GT])

Web: http://arxiv.org/abs/2206.10614

Learning to cooperate with other agents is challenging when those agents also
possess the ability to adapt to our own behavior. Practical and theoretical
approaches to learning in cooperative settings typically assume that other
agents' behaviors are stationary, or else make very specific assumptions about
other agents' learning processes. The goal of this work is to understand
whether we can reliably learn to cooperate with other agents without such
restrictive assumptions, which are unlikely to hold in real-world applications.
Our …

arxiv games learning on partner strategies