1325 search results - page 72 / 265 » Algorithm Selection using Reinforcement Learning |
129
Voted
ICPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Fuzzy rule base systems have been successfully used for pattern classification. These systems focus on generating a rule-base from numerical input data. The resulting rule-base ca...
127
Voted
FBIT
2007
IEEE
15 years 9 months ago
2007
IEEE
The paper describes our first experiments on Reinforcement Learning to steer a real robot car. The applied method, Neural Fitted Q Iteration (NFQ) is purely data-driven based on ...
127
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SMC
2007
IEEE
15 years 9 months ago
2007
IEEE
One-class classification naturally only provides one class of exemplars on which to construct the classification model. In this work, multiobjective genetic programming (GP) all...
142
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NIPS
2008
15 years 4 months ago
2008
Policy gradient (PG) reinforcement learning algorithms have strong (local) convergence guarantees, but their learning performance is typically limited by a large variance in the e...
149
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GECCO
2006
Springer
15 years 7 months ago
2006
Springer
This paper describes our study into the concept of using rewards in a classifier system applied to the acquisition of decision-making algorithms for agents in a soccer game. Our a...