Exploring Go Explore Solving Hard Exploration Problems

Exploring Go Explore Solving Hard Exploration Problems reveals several interesting facts.

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  • We introduce Adaptive Procedural Task Generation (APT-Gen), an approach for progressively generating a sequence of tasks as ...
  • Paper: https://arxiv.org/abs/2004.12919 Authors: Adrien Ecoffet*, Joost Huizinga*, Joel Lehman, Kenneth O. Stanley**, and Jeff ...
  • Authors: Adrien Ecoffet*, Joost Huizinga*, Joel Lehman, Kenneth O. Stanley, and Jeff Clune * Equal contribution Atari games ...
  • After robustification,

In-Depth Information on Go Explore Solving Hard Exploration Problems

This algorithm solves the hardest games in the Atari suite and makes it look so easy! This modern version of Dijkstra's shortest ... Go This presentation took place at the Deep Learning Summit, San Francisco 24th January 2019. Jeff Clune is a Senior Research ... Jeff Clune, Senior Research Scientist & Founding Member of Uber AI Labs presenting a talk on '

Paper: https://arxiv.org/abs/2004.12919 Authors: Adrien Ecoffet*, Joost Huizinga*, Joel Lehman, Kenneth O. Stanley**, and Jeff ...

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