Cooperative agents through bidding

One of the main research topics in multiagent systems is learning cooperation among agents. This paper presents a multiagent reinforcement learning approach with bidding. Self-interested agents cooperate with each other through bidding and evolutionary computation. We tested the approach to the TSP problem. The experimental results show our approach can achieve a certain level of performance in problem solving.