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Oral
Wed Dec 06 02:50 PM -- 03:05 PM (PST) @ Hall A
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games
In Reinforcement Learning, Deep Learning
Yuandong Tian · Qucheng Gong · Wendy Shang · Yuxin Wu · Larry Zitnick
Oral
Wed Dec 06 03:05 PM -- 03:20 PM (PST) @ Hall A
Imagination-Augmented Agents for Deep Reinforcement Learning
In Reinforcement Learning, Deep Learning
Sébastien Racanière · Theophane Weber · David Reichert · Lars Buesing · Arthur Guez · Danilo Jimenez Rezende · Adrià Puigdomènech Badia · Oriol Vinyals · Nicolas Heess · Yujia Li · Razvan Pascanu · Peter Battaglia · Demis Hassabis · David Silver · Daan Wierstra
Spotlight
Wed Dec 06 03:20 PM -- 03:25 PM (PST) @ Hall A
Dual Path Networks
In Reinforcement Learning, Deep Learning
Yunpeng Chen · Jianan Li · Huaxin Xiao · Xiaojie Jin · Shuicheng Yan · Jiashi Feng
Spotlight
Wed Dec 06 03:25 PM -- 03:30 PM (PST) @ Hall A
A simple neural network module for relational reasoning
In Reinforcement Learning, Deep Learning
Adam Santoro · David Raposo · David Barrett · Mateusz Malinowski · Razvan Pascanu · Peter Battaglia · Timothy Lillicrap
Spotlight
Wed Dec 06 03:30 PM -- 03:35 PM (PST) @ Hall A
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
In Reinforcement Learning, Deep Learning
Yuhuai Wu · Elman Mansimov · Roger Grosse · Shun Liao · Jimmy Ba
Spotlight
Wed Dec 06 03:35 PM -- 03:40 PM (PST) @ Hall A
Attention is All you Need
In Reinforcement Learning, Deep Learning
Ashish Vaswani · Noam Shazeer · Niki Parmar · Jakob Uszkoreit · Llion Jones · Aidan Gomez · Łukasz Kaiser · Illia Polosukhin
Spotlight
Wed Dec 06 03:40 PM -- 03:45 PM (PST) @ Hall A
Learning Combinatorial Optimization Algorithms over Graphs
In Reinforcement Learning, Deep Learning
Elias Khalil · Hanjun Dai · Yuyu Zhang · Bistra Dilkina · Le Song
Spotlight
Wed Dec 06 03:45 PM -- 03:50 PM (PST) @ Hall A
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
In Reinforcement Learning, Deep Learning
Balaji Lakshminarayanan · Alexander Pritzel · Charles Blundell