1236 search results - page 103 / 248 » Opposition-Based Reinforcement Learning |
108
Voted
ATAL
2010
Springer
15 years 1 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 ...
97
Voted
CORR
2006
Springer
15 years 23 days 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...
104
Voted
ICRA
2009
IEEE
15 years 7 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...
92
Voted
ICCBR
2009
Springer
15 years 7 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...
IJCNN
2008
IEEE
15 years 7 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...