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06/14/2021
Which Mutual-Information Representation Learning Objectives are Sufficient for Control?
Mutual information maximization provides an appealing formalism for lear...
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10/26/2020
MELD: Meta-Reinforcement Learning from Images via Latent State Models
Meta-reinforcement learning algorithms can enable autonomous agents, suc...
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Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
Deep reinforcement learning algorithms require large amounts of experien...
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Clockwork Convnets for Video Semantic Segmentation
Recent years have seen tremendous progress in still-image segmentation; ...
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