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ATAL
2010
Springer
15 years 2 months ago
Frequency adjusted multi-agent Q-learning
Multi-agent learning is a crucial method to control or find solutions for systems, in which more than one entity needs to be adaptive. In today's interconnected world, such s...
Michael Kaisers, Karl Tuyls
ATAL
2009
Springer
15 years 7 months ago
Distributed constraint optimization with structured resource constraints
Distributed constraint optimization (DCOP) provides a framework for coordinated decision making by a team of agents. Often, during the decision making, capacity constraints on age...
Akshat Kumar, Boi Faltings, Adrian Petcu
COGCOM
2010
112views more  COGCOM 2010»
14 years 10 months ago
Flexible Latching: A Biologically-Inspired Mechanism for Improving the Management of Homeostatic Goals
Controlling cognitive systems like domestic robots or intelligent assistive environments requires striking an appropriate balance between responsiveness and persistence. Basic goal...
Philipp Rohlfshagen, Joanna Bryson
CAEPIA
2005
Springer
15 years 6 months ago
Multiagent Architecture for Monitoring the North-Atlantic Carbon Dioxide Exchange Rate
This paper presents an architecture that makes it possible to construct dynamic systems capable of growing in dimension and adapting its knowledge to environmental changes. An arch...
Javier Bajo, Juan M. Corchado
AIPS
2004
15 years 2 months ago
Optimal Resource Allocation and Policy Formulation in Loosely-Coupled Markov Decision Processes
The problem of optimal policy formulation for teams of resource-limited agents in stochastic environments is composed of two strongly-coupled subproblems: a resource allocation pr...
Dmitri A. Dolgov, Edmund H. Durfee