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» Using Bayesian Networks to Model Agent Relationships
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111
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HICSS
2008
IEEE
192views Biometrics» more  HICSS 2008»
15 years 8 months ago
Agent-Based Electricity Balancing with Distributed Energy Resources, A Multiperspective Case Study
Abstract— Distributed generation (DG) of electricity is providing an increasing part of the worldwide electricity supply. At the same time, there is a big potential of demand res...
Koen Kok, Zsófia Derzsi, Jaap Gordijn, Maar...
139
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FSR
2003
Springer
251views Robotics» more  FSR 2003»
15 years 6 months ago
Distributed Search and Rescue with Robot and Sensor Teams
We develop a network of distributed mobile sensor systems as a solution to the emergency response problem. The mobile sensors are inside a building and they form a connected ad-ho...
George Kantor, Sanjiv Singh, Ronald A. Peterson, D...
CEEMAS
2005
Springer
15 years 7 months ago
MAS Meta-models on Test: UML vs. OPM in the SODA Case Study
In the AOSE (Agent-Oriented Software Engineering) area, several research efforts are underway to develop appropriate meta-models for agent-oriented methodologies. Meta-models are ...
Ambra Molesini, Enrico Denti, Andrea Omicini
ATAL
2007
Springer
15 years 7 months ago
Q-value functions for decentralized POMDPs
Planning in single-agent models like MDPs and POMDPs can be carried out by resorting to Q-value functions: a (near-) optimal Q-value function is computed in a recursive manner by ...
Frans A. Oliehoek, Nikos A. Vlassis
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
14 years 11 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone