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ATAL
2009
Springer
15 years 7 months ago
Online exploration in least-squares policy iteration
One of the key problems in reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large or even continuous Markov decision processes (...
Lihong Li, Michael L. Littman, Christopher R. Mans...
109
Voted
SEBD
2007
164views Database» more  SEBD 2007»
15 years 2 months ago
Online Distribution Estimation for Streaming Data: Framework and Applications
In the last few years, we have been witnessing an evergrowing need for continuous observation and monitoring applications. This need is driven by recent technological advances that...
Themis Palpanas, Vana Kalogeraki, Dimitrios Gunopu...
119
Voted
ICML
2009
IEEE
16 years 1 months ago
Online feature elicitation in interactive optimization
Most models of utility elicitation in decision support and interactive optimization assume a predefined set of "catalog" features over which user preferences are express...
Craig Boutilier, Kevin Regan, Paolo Viappiani
IROS
2007
IEEE
162views Robotics» more  IROS 2007»
15 years 7 months ago
Online object search with a humanoid robot
— This paper presents an object active visual search behavior in a 3D environment performed by a HRP-2 humanoid robot. The search is formalized as an optimization problem in whic...
François Saïdi, Olivier Stasse, Kazuhi...
76
Voted
ECTEL
2007
Springer
15 years 7 months ago
The Development of TE-Cap: An Assistance Environment for Online Tutors
Abstract. Our research is based on the hypothesis that the most important problem that has to be solved, so as to help tutors, is the gap between required competencies of distance ...
Élise Garrot, Sébastien George, Patr...