710 search results - page 64 / 142 » Online Learning with Prior Knowledge |
145
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IJCAI
2001
15 years 5 months ago
2001
Most formulations of Reinforcement Learning depend on a single reinforcement reward value to guide the search for the optimal policy solution. If observation of this reward is rar...
130
Voted
ICVS
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. We describe a system for autonomous learning of visual object representations and their grasp affordances on a robot-vision system. It segments objects by grasping and mo...
137
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We consider a sequential decision problem where the rewards are generated by a piecewise-stationary distribution. However, the different reward distributions are unknown and may c...
116
Voted
MLMI
2007
Springer
15 years 9 months ago
2007
Springer
In this paper, we present a microphone array beamforming approach to blind speech separation. Unlike previous beamforming approaches, our system does not require a-priori knowledge...
131
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VISAPP
2007
15 years 4 months ago
2007
We introduce one module in a cognitive system that learns the shape of objects by active exploration. More specifically, we propose a feature tracking scheme that makes use of the...