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Kamyar Azizzadenesheli

University of California, Irvine

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Publication

Featured researches published by Kamyar Azizzadenesheli.

conference on learning theory | 2016

Reinforcement Learning of POMDPs using Spectral Methods

Kamyar Azizzadenesheli; Alessandro Lazaric; Animashree Anandkumar

international conference on learning representations | 2018

Stochastic activation pruning for robust adversarial defense

Guneet S. Dhillon; Kamyar Azizzadenesheli; Jeremy Bernstein; Jean Kossaifi; Aran Khanna; Zachary C. Lipton; Animashree Anandkumar

arXiv: Artificial Intelligence | 2016

Reinforcement Learning of Contextual MDPs using Spectral Methods.

Kamyar Azizzadenesheli; Alessandro Lazaric; Animashree Anandkumar

information theory and applications | 2018

Efficient Exploration through Bayesian Deep Q-Networks

Kamyar Azizzadenesheli; Emma Brunskill; Animashree Anandkumar

conference on learning theory | 2016

Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies

Kamyar Azizzadenesheli; Alessandro Lazaric; Animashree Anandkumar

arXiv: Artificial Intelligence | 2016

Reinforcement Learning of POMDP's using Spectral Methods.

Kamyar Azizzadenesheli; Alessandro Lazaric; Animashree Anandkumar

arXiv: Learning | 2018

Sample-Efficient Deep RL with Generative Adversarial Tree Search.

Kamyar Azizzadenesheli; Brandon Yang; Weitang Liu; Emma Brunskill; Zachary C. Lipton; Animashree Anandkumar

arXiv: Learning | 2018

Trust Region Policy Optimization of POMDPs

Kamyar Azizzadenesheli; Manish Kumar Bera; Animashree Anandkumar

arXiv: Distributed, Parallel, and Cluster Computing | 2018

signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant

Jeremy Bernstein; Jiawei Zhao; Kamyar Azizzadenesheli; Anima Anandkumar

Archive | 2018

Avoiding Catastrophic States with Intrinsic Fear

Zachary C. Lipton; Kamyar Azizzadenesheli; Abhishek Kumar; Lihong Li; Jianfeng Gao; Li Deng

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Animashree Anandkumar

University of California

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Jeremy Bernstein

California Institute of Technology

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Zachary C. Lipton

Carnegie Mellon University

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Emma Brunskill

Carnegie Mellon University

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Abhishek Kumar

University of California

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Guneet S. Dhillon

University of Texas at Austin

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Jianfeng Gao

Microsoft

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Lihong Li

Google

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Yu-Xiang Wang

Carnegie Mellon University

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Jean Kossaifi

Imperial College London

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