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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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Open Questions in Creating Safe Open-ended AI: Tensions Between Control and Creativity


Jun 12, 2020
Adrien Ecoffet, Jeff Clune, Joel Lehman


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Reinforcement Learning Under Moral Uncertainty


Jun 08, 2020
Adrien Ecoffet, Joel Lehman

* 33 pages, 17 figures 

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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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Estimating Q(s,s') with Deep Deterministic Dynamics Gradients


Feb 21, 2020
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski


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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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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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