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Oral
Wed Jun 12 06:00 AM -- 06:20 AM (KST) @ Hall B
An Investigation of Model-Free Planning
In Deep RL 2
Arthur Guez · Mehdi Mirza · Karol Gregor · Rishabh Kabra · Sebastien Racaniere · Theophane Weber · David Raposo · Adam Santoro · Laurent Orseau · Tom Eccles · Greg Wayne · David Silver · Timothy Lillicrap
[ Video] 
Oral
Wed Jun 12 06:20 AM -- 06:25 AM (KST) @ Hall B
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
In Deep RL 2
Cédric Colas · Pierre-Yves Oudeyer · Olivier Sigaud · Pierre Fournier · Mohamed Chetouani
[ Slides]  [ Video] 
Oral
Wed Jun 12 06:25 AM -- 06:30 AM (KST) @ Hall B
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
In Deep RL 2
Yilun Du · Karthik Narasimhan
[ Slides]  [ Video] 
Oral
Wed Jun 12 06:30 AM -- 06:35 AM (KST) @ Hall B
Diagnosing Bottlenecks in Deep Q-learning Algorithms
In Deep RL 2
Justin Fu · Aviral Kumar · Matthew Soh · Sergey Levine
[ Slides]  [ Video] 
Oral
Wed Jun 12 06:35 AM -- 06:40 AM (KST) @ Hall B
Collaborative Evolutionary Reinforcement Learning
In Deep RL 2
Shauharda Khadka · Somdeb Majumdar · Tarek Nassar · Zach Dwiel · Evren Tumer · Santiago Miret · Yinyin Liu · Kagan Tumer
[ Slides]  [ Video] 
Oral
Wed Jun 12 06:40 AM -- 07:00 AM (KST) @ Hall B
EMI: Exploration with Mutual Information
In Deep RL 2
Hyoungseok Kim · Jaekyeom Kim · Yeonwoo Jeong · Sergey Levine · Hyun Oh Song
[ Video] 
Oral
Wed Jun 12 07:00 AM -- 07:05 AM (KST) @ Hall B
Imitation Learning from Imperfect Demonstration
In Deep RL 2
Yueh-Hua Wu · Nontawat Charoenphakdee · Han Bao · Voot Tangkaratt · Masashi Sugiyama
[ Slides]  [ Video] 
Oral
Wed Jun 12 07:05 AM -- 07:10 AM (KST) @ Hall B
Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty
In Deep RL 2
Youngjin Kim · Daniel Nam · Hyunwoo Kim · Ji-Hoon Kim · Gunhee Kim
[ Slides]  [ Video] 
Oral
Wed Jun 12 07:10 AM -- 07:15 AM (KST) @ Hall B
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
In Deep RL 2
Axel Abels · Diederik Roijers · Tom Lenaerts · Ann Nowé · Denis Steckelmacher
[ Slides]  [ Video] 
Oral
Wed Jun 12 07:15 AM -- 07:20 AM (KST) @ Hall B
Fingerprint Policy Optimisation for Robust Reinforcement Learning
In Deep RL 2
Supratik Paul · Michael A Osborne · Shimon Whiteson
[ Slides]  [ Video]