Sciweavers

ATAL
2007
Springer
13 years 11 months ago
Reducing the complexity of multiagent reinforcement learning
It is known that the complexity of the reinforcement learning algorithms, such as Q-learning, may be exponential in the number of environment’s states. It was shown, however, th...
Andriy Burkov, Brahim Chaib-draa
ATAL
2007
Springer
13 years 11 months ago
Multiagent learning in adaptive dynamic systems
Classically, an approach to the multiagent policy learning supposed that the agents, via interactions and/or by using preliminary knowledge about the reward functions of all playe...
Andriy Burkov, Brahim Chaib-draa
ATAL
2007
Springer
13 years 11 months ago
Implementing the maximum of monotone algorithms
Running several sub-optimal algorithms and choosing the optimal one is a common procedure in computer science, most notably in the design of approximation algorithms. This paper d...
Liad Blumrosen
ATAL
2007
Springer
13 years 11 months ago
Goals in the context of BDI plan failure and planning
We develop a Belief-Desire-Intention (BDI) style agent-oriented programming language with special emphasis on the semantics of goals in the presence of the typical BDI failure han...
Sebastian Sardiña, Lin Padgham
ATAL
2007
Springer
13 years 11 months ago
An equal excess negotiation algorithm for coalition formation
Coalition formation is an important form of interaction in multiagent systems. It enables the agents to satisfy tasks that they would otherwise be unable to perform, or would perf...
Hrishikesh J. Goradia, José M. Vidal
ATAL
2007
Springer
13 years 11 months ago
Robust coordination to sustain throughput of an unstable agent network
We present a multi-agent coordination technique to maintain throughput of a large-scale agent network system in the face of failures of agents. Failures do not just deteriorate th...
Rajesh Gautam, Kazuo Miyashita
ATAL
2007
Springer
13 years 11 months ago
Collaboration among a satellite swarm
The paper deals with on-board planning for a satellite swarm via communication and negotiation. We aim at defining individual behaviours that result in a global behaviour that me...
Grégory Bonnet, Catherine Tessier
ATAL
2007
Springer
13 years 11 months ago
Dynamics based control with an application to area-sweeping problems
Zinovi Rabinovich, Jeffrey S. Rosenschein, Gal A. ...
ATAL
2007
Springer
13 years 11 months ago
Physics inspired multiagent system for vehicle platooning
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...