Inferring to cooperate: Evolutionary games with Bayesian inferential strategies
Arunava Patra,
Supratim Sengupta,
Ayan Paul
et al.
Abstract:Strategies for sustaining cooperation and preventing exploitation by selfish agents in repeated games have mostly been restricted to Markovian strategies where the response of an agent depends on the actions in the previous round. Such strategies are characterized by lack of learning. However, learning from accumulated evidence over time and using the evidence to dynamically update our response is a key feature of living organisms. Bayesian inference provides a framework for such evidence-based learning mechani… Show more
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