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Pieter Abbeel

UC Berkeley

Model-Based Reinforcement Learning via Meta-Policy Optimization

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Sep 14, 2018
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Latent Space Policies for Hierarchical Reinforcement Learning

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Sep 03, 2018
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Transfer Learning for Estimating Causal Effects using Neural Networks

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Aug 23, 2018
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Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

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Aug 08, 2018
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DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills

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Jul 27, 2018
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Variational Option Discovery Algorithms

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Jul 26, 2018
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Learning Generalized Reactive Policies using Deep Neural Networks

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Jul 25, 2018
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Learning Robotic Assembly from CAD

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Jul 24, 2018
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Learning Plannable Representations with Causal InfoGAN

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Jul 24, 2018
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Emergence of Grounded Compositional Language in Multi-Agent Populations

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Jul 24, 2018
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