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Oral
Tue Jul 20 07:00 PM -- 07:20 PM (PDT)
Hyperparameter Selection for Imitation Learning
In Reinforcement Learning 9
Léonard Hussenot · Marcin Andrychowicz · Damien Vincent · Robert Dadashi · Anton Raichuk · Sabela Ramos · Nikola Momchev · Sertan Girgin · Raphael Marinier · Lukasz Stafiniak · Emmanuel Orsini · Olivier Bachem · Matthieu Geist · Olivier Pietquin
[ Paper ]
Spotlight
Tue Jul 20 07:20 PM -- 07:25 PM (PDT)
Revisiting Peng's Q($\lambda$) for Modern Reinforcement Learning
In Reinforcement Learning 9
Tadashi Kozuno · Yunhao Tang · Mark Rowland · Remi Munos · Steven Kapturowski · Will Dabney · Michal Valko · David Abel
[ Paper ]
Spotlight
Tue Jul 20 07:25 PM -- 07:30 PM (PDT)
Monotonic Robust Policy Optimization with Model Discrepancy
In Reinforcement Learning 9
yuankun jiang · Chenglin Li · Wenrui Dai · Junni Zou · Hongkai Xiong
[ Paper ]
Spotlight
Tue Jul 20 07:30 PM -- 07:35 PM (PDT)
Taylor Expansion of Discount Factors
In Reinforcement Learning 9
Yunhao Tang · Mark Rowland · Remi Munos · Michal Valko
[ Paper ]
Spotlight
Tue Jul 20 07:35 PM -- 07:40 PM (PDT)
Generalizable Episodic Memory for Deep Reinforcement Learning
In Reinforcement Learning 9
Hao Hu · Jianing Ye · Guangxiang Zhu · Zhizhou Ren · Chongjie Zhang
[ Paper ]
Spotlight
Tue Jul 20 07:40 PM -- 07:45 PM (PDT)
Representation Matters: Offline Pretraining for Sequential Decision Making
In Reinforcement Learning 9
Mengjiao Yang · Ofir Nachum
[ Paper ]
Spotlight
Tue Jul 20 07:45 PM -- 07:50 PM (PDT)
Reinforcement Learning Under Moral Uncertainty
In Reinforcement Learning 9
Adrien Ecoffet · Joel Lehman
[ Paper ]
Q&A
Tue Jul 20 07:50 PM -- 07:55 PM (PDT)
Q&A
In Reinforcement Learning 9