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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

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Phasic Policy Gradient


Sep 09, 2020
Karl Cobbe, Jacob Hilton, Oleg Klimov, John Schulman


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Quantifying Generalization in Reinforcement Learning


Dec 20, 2018
Karl Cobbe, Oleg Klimov, Chris Hesse, Taehoon Kim, John Schulman


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Exploration by Random Network Distillation


Oct 30, 2018
Yuri Burda, Harrison Edwards, Amos Storkey, Oleg Klimov


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Gotta Learn Fast: A New Benchmark for Generalization in RL


Apr 23, 2018
Alex Nichol, Vicki Pfau, Christopher Hesse, Oleg Klimov, John Schulman


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Proximal Policy Optimization Algorithms


Aug 28, 2017
John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, Oleg Klimov


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