Improving evolvability through novelty search and self-adaptation

Joel Lehman , Kenneth O. Stanley
2011 IEEE Congress of Evolutionary Computation (CEC) 2693 -2700

40
2011
Encouraging reactivity to create robust machines

Joel Lehman , Sebastian Risi , David D’Ambrosio , Kenneth O Stanley
Adaptive Behavior 21 ( 6) 484 -500

16
2013
Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games

Arend Hintze , Randal S. Olson , Joel Lehman
european conference on applications of evolutionary computation 525 -540

5
2016
Enhancing Divergent Search through Extinction Events

Joel Lehman , Risto Miikkulainen
genetic and evolutionary computation conference 951 -958

12
2015
Overcoming deception in evolution of cognitive behaviors

Joel Lehman , Risto Miikkulainen
genetic and evolutionary computation conference 185 -192

14
2014
Boosting Interactive Evolution Using Human Computation Markets

Joel Lehman , Risto Miikkulainen
Theory and Practice of Natural Computing 1 -18

1
2013
POET: open-ended coevolution of environments and their optimized solutions

Rui Wang , Joel Lehman , Jeff Clune , Kenneth O. Stanley
genetic and evolutionary computation conference 142 -151

63
2019
On the Potential Benefits of Knowing Everything

Joel Lehman , Kenneth O. Stanley
Artificial Life Conference Proceedings

2
2018
Abandoning objectives: Evolution through the search for novelty alone

Joel Lehman , Kenneth O. Stanley
Evolutionary Computation 19 ( 2) 189 -223

986
2011
Revising the evolutionary computation abstraction: minimal criteria novelty search

Joel Lehman , Kenneth O. Stanley
genetic and evolutionary computation conference 103 -110

138
2010
Evolving the placement and density of neurons in the hyperneat substrate

Sebastian Risi , Joel Lehman , Kenneth O. Stanley
genetic and evolutionary computation conference 563 -570

25
2010
Efficiently evolving programs through the search for novelty

Joel Lehman , Kenneth O. Stanley
genetic and evolutionary computation conference 837 -844

134
2010
Novelty Search and the Problem with Objectives

Joel Lehman , Kenneth O. Stanley
Springer, New York, NY 37 -56

148
2011
Evolvability Search: Directly Selecting for Evolvability in order to Study and Produce It

Henok Mengistu , Joel Lehman , Jeff Clune
genetic and evolutionary computation conference 141 -148

27
2016
Automatic Evolution of Multimodal Behavior with Multi-Brain HyperNEAT

Jacob Schrum , Joel Lehman , Sebastian Risi
genetic and evolutionary computation conference 21 -22

3
2016
Learning Behavior Characterizations for Novelty Search

Elliot Meyerson , Joel Lehman , Risto Miikkulainen
genetic and evolutionary computation conference 149 -156

47
2016
Effective diversity maintenance in deceptive domains

Joel Lehman , Kenneth O. Stanley , Risto Miikkulainen
genetic and evolutionary computation conference 215 -222

46
2013
Reports on the 2013 AAAI fall symposium series

Gully Burns , Yolanda Gil , Yan Liu , Natalia Villanueva-Rosales
Ai Magazine 35 ( 2) 69 -74

2014
ES is more than just a traditional finite-difference approximator

Joel Lehman , Jay Chen , Jeff Clune , Kenneth O. Stanley
genetic and evolutionary computation conference 450 -457

85
2018