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» Learning Multi-modal Control Programs
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CEC
2008
IEEE
13 years 7 months ago
Subtree deactivation control with grammatical Genetic Programming in dynamic environments
Abstract-- We investigate the usefulness of a subtree deactivation control mechanism which is open to evolutionary learning. It is hypothesised that this representation confers an ...
Michael O'Neill, Anthony Brabazon, Erik Hemberg
GECCO
2004
Springer
115views Optimization» more  GECCO 2004»
13 years 11 months ago
Robotic Control Using Hierarchical Genetic Programming
In this paper, we compare the performance of hierarchical GP methods (Automatically Defined Functions, Module Acquisition, Adaptive Representation through Learning) with the canon...
Marcin L. Pilat, Franz Oppacher
LISA
1996
13 years 7 months ago
How to Avoid Learning Expect -or- Automating Automating Interactive Programs
: Expect is a tool for automating interactive programs. Expect is controlled by writing Tcl scripts, traditionally a manual process. This paper describes Autoexpect
Don Libes
AAAI
1998
13 years 7 months ago
Learning Investment Functions for Controlling the Utility of Control Knowledge
The utility problem occurs when the cost of the acquired knowledge outweighs its bene ts. When the learner acquires control knowledge for speeding up a problem solver, the bene t ...
Oleg Ledeniov, Shaul Markovitch
AAAI
1993
13 years 7 months ago
Learning Semantic Grammars with Constructive Inductive Logic Programming
Automating the construction of semantic grammars is a di cult and interesting problem for machine learning. This paper shows how the semantic-grammar acquisition problem can be vi...
John M. Zelle, Raymond J. Mooney