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NIPS
1997
15 years 2 months ago
Nonparametric Model-Based Reinforcement Learning
This paper describes some of the interactions of model learning algorithms and planning algorithms we have found in exploring model-based reinforcement learning. The paper focuses...
Christopher G. Atkeson
MVA
1996
15 years 2 months ago
An Automatic Extraction of Road Information on the Basis of Cooperative Hypotheses Interpretation Mechanism
2 Approach Many methods/approaches about the extraction of road information from map images have been proposed until today. In comparison with these currently developed methods/app...
Masakazu Nishijima, Toyohide Watanabe
AIR
2005
102views more  AIR 2005»
15 years 19 days ago
A Case-Based Explanation System for Black-Box Systems
Most users of machine-learning products are reluctant to use the systems without any sense of the underlying logic that has led to the system's predictions. Unfortunately many...
Conor Nugent, Padraig Cunningham
86
Voted
INFOCOM
2010
IEEE
14 years 11 months ago
Designing a Practical Access Point Association Protocol
—In a Wireless Local Area Network (WLAN), the Access Point (AP) selection of a client heavily influences the performance of its own and others. Through theoretical analysis, we ...
Fengyuan Xu, Chiu Chiang Tan, Qun Li, Guanhua Yan,...
CVPR
2007
IEEE
16 years 2 months ago
3D LayoutCRF for Multi-View Object Class Recognition and Segmentation
We introduce an approach to accurately detect and segment partially occluded objects in various viewpoints and scales. Our main contribution is a novel framework for combining obj...
Derek Hoiem, Carsten Rother, John M. Winn