1236 search results - page 103 / 248 » Opposition-Based Reinforcement Learning |
144
Voted
ATAL
2010
Springer
15 years 4 months ago
2010
Springer
Decentralized reinforcement learning (DRL) has been applied to a number of distributed applications. However, one of the main challenges faced by DRL is its convergence. Previous ...
125
Voted
CORR
2006
Springer
15 years 3 months ago
2006
Springer
We address the problem of autonomously learning controllers for visioncapable mobile robots. We extend McCallum's (1995) Nearest-Sequence Memory algorithm to allow for genera...
127
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ICRA
2009
IEEE
15 years 10 months ago
2009
IEEE
— To address the difficulty of designing a controller for complex visual-servoing tasks, two learning-based uncalibrated approaches are introduced. The first method starts by b...
121
Voted
ICCBR
2009
Springer
15 years 10 months ago
2009
Springer
Personalizing the product recommendation task is a major focus of research in the area of conversational recommender systems. Conversational case-based recommender systems help use...
111
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— In this paper we address the reliability of policies derived by Reinforcement Learning on a limited amount of observations. This can be done in a principled manner by taking in...