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Oral
Wed Jul 21 09:00 PM -- 09:20 PM (KST)
Cross-domain Imitation from Observations
In Reinforcement Learning 10
Dripta S. Raychaudhuri · Sujoy Paul · Jeroen Vanbaar · Amit Roy-Chowdhury
[ Paper ]
Spotlight
Wed Jul 21 09:20 PM -- 09:25 PM (KST)
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
In Reinforcement Learning 10
Kimin Lee · Michael Laskin · Aravind Srinivas · Pieter Abbeel
[ Paper ]
Spotlight
Wed Jul 21 09:25 PM -- 09:30 PM (KST)
Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices
In Reinforcement Learning 10
Evan Liu · Aditi Raghunathan · Percy Liang · Chelsea Finn
[ Paper ]
Spotlight
Wed Jul 21 09:30 PM -- 09:35 PM (KST)
Active Feature Acquisition with Generative Surrogate Models
In Reinforcement Learning 10
Yang Li · Junier Oliva
[ Paper ]
Spotlight
Wed Jul 21 09:35 PM -- 09:40 PM (KST)
Characterizing the Gap Between Actor-Critic and Policy Gradient
In Reinforcement Learning 10
Junfeng Wen · Saurabh Kumar · Ramki Gummadi · Dale Schuurmans
[ Paper ]
Spotlight
Wed Jul 21 09:40 PM -- 09:45 PM (KST)
Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective
In Reinforcement Learning 10
Florin Gogianu · Tudor Berariu · Mihaela Rosca · Claudia Clopath · Lucian Busoniu · Razvan Pascanu
[ Paper ]
Spotlight
Wed Jul 21 09:45 PM -- 09:50 PM (KST)
Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies
In Reinforcement Learning 10
Jimmy Yang · Justinian Rosca · Karthik Narasimhan · Peter Ramadge
[ Paper ]
Q&A
Wed Jul 21 09:50 PM -- 09:55 PM (KST)
Q&A
In Reinforcement Learning 10