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» Reinforcement Learning with Hierarchies of Machines
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IR
2000
14 years 9 months ago
Automating the Construction of Internet Portals with Machine Learning
Domain-specific internet portals are growing in popularity because they gather content from the Web and organize it for easy access, retrieval and search. For example, www.campsear...
Andrew McCallum, Kamal Nigam, Jason Rennie, Kristi...
ECML
2003
Springer
15 years 2 months ago
A New Way to Introduce Knowledge into Reinforcement Learning
We present in this paper a method to introduce a priori knowledge into reinforcement learning using temporally extended actions. The aim of our work is to reduce the learning time ...
Pascal Garcia
ICML
2008
IEEE
15 years 10 months ago
An analysis of reinforcement learning with function approximation
Francisco S. Melo, Sean P. Meyn, M. Isabel Ribeiro