1262 search results - page 3 / 253 » Reinforcement Learning: An Introduction |
ICML
1998
IEEE
13 years 10 months ago
1998
IEEE
We present and solve a real-world problem of learning to drive a bicycle. We solve the problem by online reinforcement learning using the Sarsa( )-algorithm. Then we solve the ...
ECML
2003
Springer
13 years 11 months ago
2003
Springer
We present in this paper a method to introduce a priori knowledge into reinforcement learning using temporally extended actions. The aim of our work is to reduce the learning time ...
CVPR
2012
IEEE
11 years 8 months ago
2012
IEEE
Active learning aims to reduce the amount of labels required for classification. The main difficulty is to find a good trade-off between exploration and exploitation of the lab...
AAAI
2012
11 years 8 months ago
2012
Markov decision processes (MDPs) are an established framework for solving sequential decision-making problems under uncertainty. In this work, we propose a new method for batchmod...
ICML
2000
IEEE
14 years 6 months ago
2000
IEEE