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COORDINATION
2010
Springer
15 years 10 months ago
Coordinating Resource Usage through Adaptive Service Provisioning in Wireless Sensor Networks
Abstract. Wireless sensor networks (WSNs) exhibit high levels of network dynamics and consist of devices with limited energy. This results in the need to coordinate applications no...
Chien-Liang Fok, Gruia-Catalin Roman, Chenyang Lu
ATAL
2006
Springer
15 years 10 months ago
Tractable negotiation in tree-structured domains
Multiagent resource allocation is a timely and exciting area of research at the interface of Computer Science and Economics. One of the main challenges in this area is the high co...
Yann Chevaleyre, Ulle Endriss, Nicolas Maudet
ATAL
2006
Springer
15 years 10 months ago
Probabilistic policy reuse in a reinforcement learning agent
We contribute Policy Reuse as a technique to improve a reinforcement learning agent with guidance from past learned similar policies. Our method relies on using the past policies ...
Fernando Fernández, Manuela M. Veloso
CSCLP
2006
Springer
15 years 10 months ago
Efficient Recognition of Acyclic Clustered Constraint Satisfaction Problems
Abstract. In this paper we present a novel approach to solving Constraint Satisfaction Problems whose constraint graphs are highly clustered and the graph of clusters is close to b...
Igor Razgon, Barry O'Sullivan
KR
2000
Springer
15 years 10 months ago
Partition-Based Logical Reasoning
We investigate the problem of reasoning with partitions of related logical axioms. Our motivation is two-fold. First, we are concerned with how to reason effectively with multiple...
Eyal Amir, Sheila A. McIlraith