25 search results - page 4 / 5 » Value-Function-Based Transfer for Reinforcement Learning Usi... |
FLAIRS
2007
13 years 8 months ago
2007
In robot navigation tasks, the representation of the surrounding world plays an important role, especially in reinforcement learning approaches. This work presents a qualitative r...
ICML
2010
IEEE
13 years 7 months ago
2010
IEEE
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
ISCAS
2006
IEEE
14 years 10 days ago
2006
IEEE
— This paper describes a general approach for the unsupervised learning of behaviors in a behavior-based robot. The key idea is to formalize a behavior produced by a Motor Map dr...
CVPR
2011
IEEE
13 years 1 months ago
2011
IEEE
We propose structured models for image labeling that take into account the dependencies among the image labels explicitly. These models are more expressive than independent label ...
CHI
2011
ACM
12 years 10 months ago
2011
ACM
The Web provides a corpus of design examples unparalleled in human history. However, leveraging existing designs to produce new pages is often difficult. This paper introduces th...