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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 10:00 AM -- 10:20 AM (KST)
PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training
Kimin Lee · Laura Smith · Pieter Abbeel
[ Paper ]
Spotlight
Wed Jul 21 10:20 AM -- 10:25 AM (KST)
Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
Yue Wu · Shuangfei Zhai · Nitish Srivastava · Joshua M Susskind · Jian Zhang · Ruslan Salakhutdinov · Hanlin Goh
[ Paper ]
Spotlight
Wed Jul 21 10:25 AM -- 10:30 AM (KST)
Keyframe-Focused Visual Imitation Learning
Chuan Wen · Jierui Lin · Jianing Qian · Yang Gao · Dinesh Jayaraman
[ Paper ]
Spotlight
Wed Jul 21 10:30 AM -- 10:35 AM (KST)
Learning and Planning in Average-Reward Markov Decision Processes
Yi Wan · Abhishek Naik · Richard Sutton
[ Paper ]
Spotlight
Wed Jul 21 10:35 AM -- 10:40 AM (KST)
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing
Kaixin Wang · Kuangqi Zhou · Qixin Zhang · Jie Shao · Bryan Hooi · Jiashi Feng
[ Paper ]
Spotlight
Wed Jul 21 10:40 AM -- 10:45 AM (KST)
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision
Johan Björck · Xiangyu Chen · Christopher De Sa · Carla Gomes · Kilian Weinberger
[ Paper ]
Spotlight
Wed Jul 21 10:45 AM -- 10:50 AM (KST)
Emphatic Algorithms for Deep Reinforcement Learning
Ray Jiang · Tom Zahavy · Zhongwen Xu · Adam White · Matteo Hessel · Charles Blundell · Hado van Hasselt
[ Paper ]
Q&A
Wed Jul 21 10:50 AM -- 10:55 AM (KST)
Q&A