Astro Teller's slides for his talk:
The Genetic Programming Symposium In a Nutshell
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Techniques in Genetic Programming
ADFs (Automatically Defined Functions)
APPLICATIONS I: Economics and Classification
Genome Representation
APPLICATIONS II: Protein and Control
Coevolution in Genetic Programming
Memory in Genetic Programming
Active Learning in Genetic Programming
What We Have Done For You Lately
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GP has begun to improve on human performance in real world domains.
For Example:
"Is region X of protein segment Y transmembrane?"
"Is protein X in protein class Y?"
GP continues to contribute to Machine Learning in benchmark domains.
For Example:
"Discovery that the 2-Pole balancing problem is linearly
separable!"
"Majority-rule 149 element Cellular Automata improvement
over best 3 hand-written rules (and all learned rules)!"
Exciting Application Possibilities
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Applying Genetic Programming to Intrusion Detection
Evolving a Team / GPRobots-GPTeams
Genetic Programming for Robot control
Genetic Programming for Signal Classification and Understanding
Function Modeling / Model Building
Bargaining / Game Theory
The Stuff We Probably Won't Have A Handle On For Five Years
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Automatic evolution of domain specific abstract datastructures
Evolution of programs that constructively use arbitrary loop and
recursion constructs
The "best" way(s) to allow/enforce code modularization in evolved
programs
The Stuff We Don't Even Talk About It's
Going To Be So Long Til We Figure It Out
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Operating System Evolution
GO World Champion
Complete NLP solution
Control System for Cyborg Soccer Player
Evolved Visual Cortex
The Genetic Programming Symposium In a Nutshell
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Shameless Plug:
1st Genetic Programming Conference
July 28-31
Stanford, CA
1996
Submit Early -- Submit Often !