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Aviv Tamar

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Learning Plannable Representations with Causal InfoGAN

Jul 24, 2018
Thanard Kurutach, Aviv Tamar, Ge Yang, Stuart Russell, Pieter Abbeel

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Safer Classification by Synthesis

Jul 23, 2018
William Wang, Angelina Wang, Aviv Tamar, Xi Chen, Pieter Abbeel

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Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

Jan 16, 2018
Ryan Lowe, Yi Wu, Aviv Tamar, Jean Harb, Pieter Abbeel, Igor Mordatch

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Situationally Aware Options

Nov 20, 2017
Daniel J. Mankowitz, Aviv Tamar, Shie Mannor

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A Machine Learning Approach to Routing

Nov 11, 2017
Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar

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Shallow Updates for Deep Reinforcement Learning

Nov 02, 2017
Nir Levine, Tom Zahavy, Daniel J. Mankowitz, Aviv Tamar, Shie Mannor

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Constrained Policy Optimization

May 30, 2017
Joshua Achiam, David Held, Aviv Tamar, Pieter Abbeel

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Learning from the Hindsight Plan -- Episodic MPC Improvement

Mar 20, 2017
Aviv Tamar, Garrett Thomas, Tianhao Zhang, Sergey Levine, Pieter Abbeel

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Value Iteration Networks

Mar 20, 2017
Aviv Tamar, Yi Wu, Garrett Thomas, Sergey Levine, Pieter Abbeel

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Situational Awareness by Risk-Conscious Skills

Oct 10, 2016
Daniel J. Mankowitz, Aviv Tamar, Shie Mannor

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