243 search results - page 1 / 49 » Learning Abstraction Hierarchies for Problem Solving |
AAAI
1990
15 years 16 days ago
1990
ICML
2002
IEEE
16 years 5 days ago
2002
IEEE
An open problem in reinforcement learning is discovering hierarchical structure. HEXQ, an algorithm which automatically attempts to decompose and solve a model-free factored MDP h...
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IJCAI
2007
15 years 24 days ago
2007
We evaluate a new hybrid language processing approach designed for interactive applications that maintain an interaction with users over multiple turns. Specifically, we describe ...
ATAL
2007
Springer
15 years 5 months ago
2007
Springer
Real-world behavior-based robot control problems require the coordination of a large number of competing behaviors. However, coordination becomes increasingly difficult as the num...
ECML
2004
Springer
15 years 4 months ago
2004
Springer
HEXQ is a reinforcement learning algorithm that discovers hierarchical structure automatically. The generated task hierarchy repthe problem at different levels of abstraction. In ...