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Oral
Thu Jun 13 06:00 AM -- 06:20 AM (KST) @ Hall B
The Natural Language of Actions
In Deep RL
Guy Tennenholtz · Shie Mannor
[ Slides]  [ Video] 
Oral
Thu Jun 13 06:20 AM -- 06:25 AM (KST) @ Hall B
Control Regularization for Reduced Variance Reinforcement Learning
In Deep RL
Richard Cheng · Abhinav Verma · Gabor Orosz · Swarat Chaudhuri · Yisong Yue · Joel Burdick
[ Slides]  [ Video] 
Oral
Thu Jun 13 06:25 AM -- 06:30 AM (KST) @ Hall B
On the Generalization Gap in Reparameterizable Reinforcement Learning
In Deep RL
Huan Wang · Stephan Zheng · Caiming Xiong · Richard Socher
[ Slides]  [ Video] 
Oral
Thu Jun 13 06:30 AM -- 06:35 AM (KST) @ Hall B
Trajectory-Based Off-Policy Deep Reinforcement Learning
In Deep RL
Andreas Doerr · Michael Volpp · Marc Toussaint · Sebastian Trimpe · Christian Daniel
[ Slides]  [ Video] 
Oral
Thu Jun 13 06:35 AM -- 06:40 AM (KST) @ Hall B
A Deep Reinforcement Learning Perspective on Internet Congestion Control
In Deep RL
Nathan Jay · Noga H. Rotman · Brighten Godfrey · Michael Schapira · Aviv Tamar
[ Slides]  [ Video] 
Oral
Thu Jun 13 06:40 AM -- 07:00 AM (KST) @ Hall B
Model-Based Active Exploration
In Deep RL
Pranav Shyam · Wojciech Jaśkowski · Faustino Gomez
[ Video] 
Oral
Thu Jun 13 07:00 AM -- 07:05 AM (KST) @ Hall B
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations
In Deep RL
Daniel Brown · Wonjoon Goo · Prabhat Nagarajan · Scott Niekum
[ Slides]  [ Video] 
Oral
Thu Jun 13 07:05 AM -- 07:10 AM (KST) @ Hall B
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
In Deep RL
dror freirich · Tzahi Shimkin · Ron Meir · Aviv Tamar
Oral
Thu Jun 13 07:10 AM -- 07:15 AM (KST) @ Hall B
A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs
In Deep RL
Jingkai Mao · Jakob Foerster · Tim Rocktäschel · Maruan Al-Shedivat · Gregory Farquhar · Shimon Whiteson
[ Slides]  [ Video] 
Oral
Thu Jun 13 07:15 AM -- 07:20 AM (KST) @ Hall B
Remember and Forget for Experience Replay
In Deep RL
Guido Novati · Petros Koumoutsakos
[ Slides]  [ Video]