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» Using Bayesian Networks to Model Agent Relationships
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HICSS
2008
IEEE
192views Biometrics» more  HICSS 2008»
15 years 4 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...
FSR
2003
Springer
251views Robotics» more  FSR 2003»
15 years 3 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 3 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 4 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 7 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