2623 search results - page 168 / 525 » Universal Learning Theory |
134
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
Hardness results for maximum agreement problems have close connections to hardness results for proper learning in computational learning theory. In this paper we prove two hardnes...
159
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LATA
2009
Springer
15 years 11 months ago
2009
Springer
In this paper we survey some results in inductive inference showing how learnability of a class of languages may depend on hypothesis space chosen. We also discuss results which co...
129
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NIPS
2001
15 years 6 months ago
2001
We address two open theoretical questions in Policy Gradient Reinforcement Learning. The first concerns the efficacy of using function approximation to represent the state action ...
122
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AI
2007
Springer
15 years 4 months ago
2007
Springer
The area of learning in multi-agent systems is today one of the most fertile grounds for interaction between game theory and artificial intelligence. We focus on the foundational...
120
Voted
BRAIN
2009
Springer
15 years 11 months ago
2009
Springer
The essence of computer applications is to store things in the real world into computer systems in the form of data, i.e., it is a process of producing data. Some data are the reco...