Flexibility and adaptability are essential properties of intelligent manufacturing systems. However, it is a major challenge to realize these properties and the benefits of a flexi...
Lars Kock Jensen, Yves Demazeau, Bent Bruun Kriste...
Decentralized reinforcement learning (DRL) has been applied to a number of distributed applications. However, one of the main challenges faced by DRL is its convergence. Previous ...
Chongjie Zhang, Victor R. Lesser, Sherief Abdallah
Since about two decades, many works have been made in order to provide solutions to the vehicle platoon problem. The main issue related to platoon systems consists in controling t...
Jean-Michel Contet, Franck Gechter, Pablo Gruer, A...
Multi-agent research often borrows from biology, where remarkable examples of collective intelligence may be found. One interesting example is ant colonies’ use of pheromones as...
Forming effective coalitions is a major research challenge in AI and multi-agent systems (MAS). Coalition Structure Generation (CSG) involves partitioning a set of agents into coa...