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Oral
Fri Jul 13th 09:30 -- 09:50 AM @ A1
RLlib: Abstractions for Distributed Reinforcement Learning
Eric Liang · Richard Liaw · Robert Nishihara · Philipp Moritz · Roy Fox · Ken Goldberg · Joseph Gonzalez · Michael Jordan · Ion Stoica
Oral
Fri Jul 13th 09:50 -- 10:10 AM @ A1
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Lasse Espeholt · Hubert Soyer · Remi Munos · Karen Simonyan · Vlad Mnih · Tom Ward · Yotam Doron · Vlad Firoiu · Tim Harley · Iain Dunning · Shane Legg · koray kavukcuoglu
Oral
Fri Jul 13th 10:10 -- 10:20 AM @ A1
Mix & Match - Agent Curricula for Reinforcement Learning
Wojciech Czarnecki · Siddhant Jayakumar · Max Jaderberg · Leonard Hasenclever · Yee Teh · Nicolas Heess · Simon Osindero · Razvan Pascanu
Oral
Fri Jul 13th 10:20 -- 10:30 AM @ A1
Learning to Explore via Meta-Policy Gradient
Tianbing Xu · Qiang Liu · Liang Zhao · Jian Peng