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119 Results
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Poster
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Tue 9:00 |
Inverse Constrained Reinforcement Learning Shehryar Malik · Usman Anwar · Alireza Aghasi · Ali Ahmed |
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Poster
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Tue 9:00 |
Learning Task Informed Abstractions Xiang Fu · Ge Yang · Pulkit Agrawal · Tommi Jaakkola |
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Poster
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Tue 9:00 |
Deep Reinforcement Learning amidst Continual Structured Non-Stationarity Annie Xie · James Harrison · Chelsea Finn |
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Poster
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Tue 9:00 |
Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration Seungyul Han · Youngchul Sung |
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Spotlight
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Wed 5:30 |
Unsupervised Skill Discovery with Bottleneck Option Learning Jaekyeom Kim · Seohong Park · Gunhee Kim |
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Poster
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Tue 21:00 |
Recomposing the Reinforcement Learning Building Blocks with Hypernetworks Elad Sarafian · Shai Keynan · Sarit Kraus |
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Spotlight
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Wed 5:20 |
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning Kimin Lee · Michael Laskin · Aravind Srinivas · Pieter Abbeel |
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Spotlight
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Tue 7:30 |
Learning and Planning in Complex Action Spaces Thomas Hubert · Julian Schrittwieser · Ioannis Antonoglou · Mohammadamin Barekatain · Simon Schmitt · David Silver |
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Spotlight
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Wed 5:30 |
Active Feature Acquisition with Generative Surrogate Models Yang Li · Junier Oliva |
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Spotlight
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Wed 5:35 |
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL Clément Romac · Rémy Portelas · Katja Hofmann · Pierre-Yves Oudeyer |
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Oral
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Tue 7:00 |
World Model as a Graph: Learning Latent Landmarks for Planning Lunjun Zhang · Ge Yang · Bradly Stadie |
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Poster
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Wed 9:00 |
Unsupervised Skill Discovery with Bottleneck Option Learning Jaekyeom Kim · Seohong Park · Gunhee Kim |