966 search results - page 80 / 194 » A Two-Level Learning Method for Generalized Multi-instance P... |
140
click to vote
COLT
2010
Springer
14 years 12 months ago
2010
Springer
We consider a bandit problem which involves sequential sampling from two populations (arms). Each arm produces a noisy reward realization which depends on an observable random cov...
142
click to vote
JCP
2007
15 years 2 months ago
2007
Abstract— We describe a general method to transform a non-Markovian sequential decision problem into a supervised learning problem using a K-bestpaths algorithm. We consider an a...
143
Voted
GECCO
2008
Springer
15 years 3 months ago
2008
Springer
This paper merges hierarchical reinforcement learning (HRL) with ant colony optimization (ACO) to produce a HRL ACO algorithm capable of generating solutions for large domains. Th...
102
click to vote
ECAI
1994
Springer
15 years 6 months ago
1994
Springer
1 We develop a learning component for a theorem prover designed for verifying statements by mathematical induction. If the prover has found a proof, it is analyzed yielding a so-ca...
115
click to vote
HAIS
2008
Springer
15 years 3 months ago
2008
Springer
The widespread use of artificial neural networks and the difficult work regarding the correct specification (tuning) of parameters for a given problem are the main aspects that mot...