5860 search results - page 46 / 1172 » Learning and Domain Adaptation |
136
Voted
ATAL
2009
Springer
15 years 10 months ago
2009
Springer
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
144
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JUCS
2008
15 years 3 months ago
2008
Abstract: Adaptive behavior and learning are required of software agents in many application domains. At the same time agents are often supposed to be resource-bounded systems, whi...
76
Voted
ML
2010
ACM
15 years 2 months ago
2010
ACM
114
Voted
ACL
2008
15 years 5 months ago
2008
This paper presents an approach to text categorization that i) uses no machine learning and ii) reacts on-the-fly to unknown words. These features are important for categorizing B...
127
Voted
ITICSE
1997
ACM
15 years 8 months ago
1997
ACM
The field of Genetic Algorithms has grown into a huge area over the last few years. Genetic Algorithms are adaptive methods, which can be used to solve search and optimisation pro...