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ATAL
2007
Springer
15 years 10 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
WWW
2006
ACM
16 years 7 months ago
A decentralized CF approach based on cooperative agents
In this paper, we propose a decentralized collaborative filtering (CF) approach based on P2P overlay network for the autonomous agents' environment. Experiments show that our...
Byeong Man Kim, Qing Li, Adele E. Howe
WEBI
2010
Springer
15 years 4 months ago
Effective Web Service Selection via Communities Formed by Super-Agents
In this paper, we propose a novel community-based approach for web service selection where super-agents with more capabilities serve as community managers. They maintain communitie...
Yao Wang, Jie Zhang, Julita Vassileva
HCI
2009
15 years 4 months ago
Context-Aware Cognitive Agent Architecture for Ambient User Interfaces
An ambient user interface is a set of hidden intelligent interfaces that recognize user's presence and provides services to immediate needs. There are several research activit...
Youngho Lee, Choonsung Shin, Woontack Woo
ATAL
2009
Springer
16 years 1 months ago
A self-organizing neural network architecture for intentional planning agents
This paper presents a model of neural network embodiment of intentions and planning mechanisms for autonomous agents. The model bridges the dichotomy of symbolic and non-symbolic ...
Budhitama Subagdja, Ah-Hwee Tan