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AIIA
2007
Springer
16 years 26 days ago
Reinforcement Learning in Complex Environments Through Multiple Adaptive Partitions
The application of Reinforcement Learning (RL) algorithms to learn tasks for robots is often limited by the large dimension of the state space, which may make prohibitive its appli...
Andrea Bonarini, Alessandro Lazaric, Marcello Rest...
ATAL
2007
Springer
16 years 26 days ago
Estimating information value in collaborative multi-agent planning systems
This paper addresses the problem of identifying the value of information held by a teammate on a distributed, multi-agent team. It focuses on a distributed scheduling task in whic...
David Sarne, Barbara J. Grosz
ATAL
2007
Springer
16 years 26 days ago
Periodic real-time resource allocation for teams of progressive processing agents
In this paper, we focus on the problem of finding a periodic allocation strategy for teams of resource-bounded agents. We propose a real-time dynamic algorithm RTDA , that exploi...
Jilles Steeve Dibangoye, Abdel-Illah Mouaddib, Bra...
COREGRID
2007
Springer
16 years 26 days ago
Atomic Commitment in Transactional DHTs
We investigate the problem of atomic commit in transactional database systems built on top of Distributed Hash Tables. Therefore we present a framework for DHTs to provide strong d...
Monika Moser, Seif Haridi
IWCLS
2007
Springer
16 years 25 days ago
On Lookahead and Latent Learning in Simple LCS
Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most c...
Larry Bull
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