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Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft


Jun 28, 2021
Ingmar Kanitscheider, Joost Huizinga, David Farhi, William Hebgen Guss, Brandon Houghton, Raul Sampedro, Peter Zhokhov, Bowen Baker, Adrien Ecoffet, Jie Tang, Oleg Klimov, Jeff Clune

* first submission 

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First return then explore


May 14, 2020
Adrien Ecoffet, Joost Huizinga, Joel Lehman, Kenneth O. Stanley, Jeff Clune

* 45 pages, 13 figures, 4 tables; reorganized sections and modified SI text extensively 

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Scaling MAP-Elites to Deep Neuroevolution


Mar 03, 2020
Cédric Colas, Joost Huizinga, Vashisht Madhavan, Jeff Clune

* 9 pages 

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Exploration Based Language Learning for Text-Based Games


Jan 24, 2020
Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gokhan Tur

* Under Review 

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Guiding Neuroevolution with Structural Objectives


Feb 13, 2019
Kai Olav Ellefsen, Joost Huizinga, Jim Torresen


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Go-Explore: a New Approach for Hard-Exploration Problems


Jan 30, 2019
Adrien Ecoffet, Joost Huizinga, Joel Lehman, Kenneth O. Stanley, Jeff Clune

* 37 pages, 14 figures 

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Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm


Jul 09, 2018
Joost Huizinga, Jeff Clune


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The Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System


Apr 17, 2017
Joost Huizinga, Kenneth O. Stanley, Jeff Clune

* SI can be found at: http://www.evolvingai.org/files/SI.zip 

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The evolutionary origins of hierarchy


May 23, 2015
Henok Mengistu, Joost Huizinga, Jean-Baptiste Mouret, Jeff Clune

* 32 pages 

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