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ATAL
2007
Springer
15 years 1 months ago
Confidence-based policy learning from demonstration using Gaussian mixture models
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
Sonia Chernova, Manuela M. Veloso
ACMICEC
2006
ACM
111views ECommerce» more  ACMICEC 2006»
15 years 1 months ago
Passive verification of the strategyproofness of mechanisms in open environments
Consider an open infrastructure in which anyone can deploy mechanisms to support automated decision making and coordination amongst self-interested computational agents. Strategyp...
Laura Kang, David C. Parkes
AISB
2008
Springer
14 years 11 months ago
A Modelling Framework for Functional Imagination
Imagination is generally regarded as a very powerful and advanced cognitive ability. In this paper we propose a modelling framework for what we call functional imagination: the ab...
Hugo Gravato Marques, Owen Holland, Richard Newcom...
IJCSA
2007
130views more  IJCSA 2007»
14 years 9 months ago
Purposeful Deployment via Self-Organizing Flocking Coalition in Sensor Networks
This paper presents a deployment strategy via self organizing flocking coalitions for mobile sensor network coverage. The concepts of our approach are inspired by the flocking phe...
Yee Ming Chen, Shu-Hao Chang
ATAL
2010
Springer
14 years 11 months ago
Infinite order Lorenz dominance for fair multiagent optimization
This paper deals with fair assignment problems in decision contexts involving multiple agents. In such problems, each agent has its own evaluation of costs and we want to find a f...
Boris Golden, Patrice Perny