536 search results - page 30 / 108 » Residual Algorithms: Reinforcement Learning with Function Ap... |
126
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
We present a reinforcement learning architecture, Dyna-2, that encompasses both samplebased learning and sample-based search, and that generalises across states during both learni...
139
Voted
UAI
2008
15 years 4 months ago
2008
Continuous state spaces and stochastic, switching dynamics characterize a number of rich, realworld domains, such as robot navigation across varying terrain. We describe a reinfor...
108
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EVOW
2010
Springer
15 years 6 months ago
2010
Springer
A challenging problem in bioinformatics is the detection of residues that account for protein function specificity, not only in order to gain deeper insight in the nature of functi...
108
Voted
IJCAI
2007
15 years 4 months ago
2007
In recent years, there has been a growing interest in using rich representations such as relational languages for reinforcement learning. However, while expressive languages have ...
121
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ATAL
2008
Springer
15 years 4 months ago
2008
Springer
Recent work in transfer learning has succeeded in making reinforcement learning algorithms more efficient by incorporating knowledge from previous tasks. However, such methods typ...