Fictitious play for cooperative action selection in robot teams
نویسندگان
چکیده
منابع مشابه
Fictitious play for cooperative action selection in robot teams
A game theoretic distributed decision making approach is presented for the problem of control effort allocation in a robotic team based on a novel variant of fictitious play. The proposed learning process allows the robots to accomplish their objectives by coordinating their actions in order to efficiently complete their tasks. In particular, each robot of the team predicts the other robots’ pl...
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Continuous action space games form a natural extension to normal form games with finite action sets. However, whilst learning dynamics in normal form games are now well studied, it is not until recently that their continuous action space counterparts have been examined. We extend stochastic fictitious play to the continuous action space framework. In normal form games the limiting behaviour of ...
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ژورنال
عنوان ژورنال: Engineering Applications of Artificial Intelligence
سال: 2016
ISSN: 0952-1976
DOI: 10.1016/j.engappai.2016.08.008