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    Article

    An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games

    In this paper, we investigate Reinforcement learning (RL) in multi-agent systems (MAS) from an evolutionary dynamical perspective. Typical for a MAS is that the environment is not stationary and the Markov pro...

    Karl Tuyls, Pieter Jan ’T Hoen… in Autonomous Agents and Multi-Agent Systems (2006)

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    Chapter and Conference Paper

    Decommitment in a Competitive Multi-Agent Transportation Setting

    Decommitment is the action of foregoing of a contract for another (superior) offer. It has been analytically shown that, using decommitment, agents can reach higher utility levels in case of negotiations with ...

    Pieter Jan’t Hoen, Valentin Robu… in Software Agent-Based Applications, Platfor… (2005)