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ATAL
2004
Springer
14 years 3 months ago
Analysis of a Stochastic Model of Adaptive Task Allocation in Robots
Adaptation is an essential requirement for self–organizing multi–agent systems functioning in unknown dynamic environments. Adaptation allows agents, e.g., robots, to change th...
Aram Galstyan, Kristina Lerman
ATAL
2004
Springer
14 years 3 months ago
Multiagent Planning as Control Synthesis
This paper proposes a new multiagent planning approach to coordination synthesis that views distributed agents as discrete-event processes. The connection between discreteevent co...
Kiam Tian Seow, Chuan Ma, Makoto Yokoo
ATAL
2004
Springer
14 years 3 months ago
A Multi-Agent Systems Approach to Autonomic Computing
The goal of autonomic computing is to create computing systems capable of managing themselves to a far greater extent than they do today. This paper presents Unity, a decentralize...
Gerald Tesauro, David M. Chess, William E. Walsh, ...
ECML
2004
Springer
14 years 3 months ago
Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
Pieter Jan't Hoen, Karl Tuyls
EUSAI
2004
Springer
14 years 3 months ago
Shaping the Ambience of Homes with Domestic Hypermedia
We currently witness a massive digitization of domestic materials e.g. photos, music, calendars, recipes, notes, messages. This digitization provides new conditions for how we inte...
Marianne Graves Petersen, Kaj Grønbæk