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Oral
Wed Jun 12 08:00 AM -- 08:20 AM (KST) @ Room 104
Separable value functions across time-scales
In Reinforcement Learning Theory
Joshua Romoff · Peter Henderson · Ahmed Touati · Yann Ollivier · Joelle Pineau · Emma Brunskill
[ Video] 
Oral
Wed Jun 12 08:20 AM -- 08:25 AM (KST) @ Room 104
Learning Action Representations for Reinforcement Learning
In Reinforcement Learning Theory
Yash Chandak · Georgios Theocharous · James Kostas · Scott Jordan · Philip Thomas
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:25 AM -- 08:30 AM (KST) @ Room 104
Bayesian Counterfactual Risk Minimization
In Reinforcement Learning Theory
Ben London · Ted Sandler
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:30 AM -- 08:35 AM (KST) @ Room 104
Per-Decision Option Discounting
In Reinforcement Learning Theory
Anna Harutyunyan · Peter Vrancx · Philippe Hamel · Ann Nowe · Doina Precup
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:35 AM -- 08:40 AM (KST) @ Room 104
Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds
In Reinforcement Learning Theory
Andrea Zanette · Emma Brunskill
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:40 AM -- 09:00 AM (KST) @ Room 104
A Theory of Regularized Markov Decision Processes
In Reinforcement Learning Theory
Matthieu Geist · Bruno Scherrer · Olivier Pietquin
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:00 AM -- 09:05 AM (KST) @ Room 104
Discovering Options for Exploration by Minimizing Cover Time
In Reinforcement Learning Theory
Yuu Jinnai · Jee Won Park · David Abel · George Konidaris
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:05 AM -- 09:10 AM (KST) @ Room 104
Policy Certificates: Towards Accountable Reinforcement Learning
In Reinforcement Learning Theory
Christoph Dann · Lihong Li · Wei Wei · Emma Brunskill
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:10 AM -- 09:15 AM (KST) @ Room 104
Action Robust Reinforcement Learning and Applications in Continuous Control
In Reinforcement Learning Theory
Chen Tessler · Chen Tessler · Yonathan Efroni · Yonathan Efroni · Shie Mannor · Shie Mannor
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:15 AM -- 09:20 AM (KST) @ Room 104
The Value Function Polytope in Reinforcement Learning
In Reinforcement Learning Theory
Robert Dadashi · Marc Bellemare · Adrien Ali Taiga · Nicolas Le Roux · Dale Schuurmans
[ Slides]  [ Video]