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Poster
Mon 9:00 Reset-Free Lifelong Learning with Skill-Space Planning
Kevin Lu, Aditya Grover, Pieter Abbeel, Igor Mordatch
Poster
Mon 17:00 Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E Gonzalez, Marcus Rohrbach, trevor darrell
Poster
Mon 17:00 Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Shiyu Chang, Zhangyang Wang
Poster
Wed 1:00 Efficient Continual Learning with Modular Networks and Task-Driven Priors
Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato
Poster
Wed 17:00 Wandering within a world: Online contextualized few-shot learning
Mengye Ren, Michael L Iuzzolino, Mike Mozer, Richard Zemel
Poster
Thu 9:00 Lifelong Learning of Compositional Structures
Jorge Mendez, ERIC EATON
Workshop
Fri 6:00 A Roadmap to Never-Ending RL
Feryal Behbahani, Khimya Khetarpal, Louis Kirsch, Rose Wang, Annie Xie, Adam White, Doina Precup
Workshop
Fri 8:00 Contributed Talk #1: Continuous Coordination As a Realistic Scenario For Lifelong Learning
Akilesh Badrinaaraayanan, Hadi Nekoei, Aaron Courville, Sarath Chandar
Workshop
Self-Constructing Neural Networks through Random Mutation
Samuel Schmidgall