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Learning to Predict Without Looking Ahead

October 29, 2019


Rather than hardcoding forward prediction, we try to get agents to learn that they need to predict the future.


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Weight Agnostic Neural Networks

June 12, 2019


We search for neural network architectures that can already perform various tasks even when they use random weight values.


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Learning Latent Dynamics for Planning from Pixels

February 15, 2019


PlaNet learns a world model from image inputs only and successfully leverages it for planning in latent space.


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Reinforcement Learning for Improving Agent Design

October 10, 2018


Little dude rewarded for having little legs.


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World Models Experiments

June 9, 2018


GitHub


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