2363 search results - page 315 / 473 » Learning Algorithms for Domain Adaptation |
108
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We present new algorithms for inverse optimal control (or inverse reinforcement learning, IRL) within the framework of linearlysolvable MDPs (LMDPs). Unlike most prior IRL algorit...
113
Voted
ICCV
1998
IEEE
16 years 2 months ago
1998
IEEE
Existing object tracking algorithms generally use some form of local optimisation, assuming that an object's position and shape change smoothly over time. In some situations ...
94
Voted
ICRA
2008
IEEE
15 years 7 months ago
2008
IEEE
— In order for a mobile robot to accurately interpret its sensations and predict the effects of its actions, it must have accurate models of its sensors and actuators. These mode...
104
Voted
KDD
1998
ACM
15 years 4 months ago
1998
ACM
This paper develops the concept of usefulness in the context of supervised learning. We argue that usefulness can be used to improve the performance of classification rules (as me...
82
Voted
COLT
2008
Springer
15 years 2 months ago
2008
Springer
We present a modification of the algorithm of Dani et al. [8] for the online linear optimization problem in the bandit setting, which with high probability has regret at most O ( ...