3412 search results - page 14 / 683 » Efficient Reinforcement Learning |
136
Voted
ICML
1998
IEEE
15 years 5 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 ...
89
Voted
ECML
2003
Springer
15 years 6 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 ...
119
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NIPS
2008
15 years 2 months ago
2008
In this paper we consider approximate policy-iteration-based reinforcement learning algorithms. In order to implement a flexible function approximation scheme we propose the use o...
99
Voted
ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE