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A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits

Jan 17, 2022
Yasin Abbasi-Yadkori, Andras Gyorgy, Nevena Lazic

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Improved Regret Bound and Experience Replay in Regularized Policy Iteration

Feb 25, 2021
Nevena Lazic, Dong Yin, Yasin Abbasi-Yadkori, Csaba Szepesvari

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Neural Rate Control for Video Encoding using Imitation Learning

Dec 09, 2020
Hongzi Mao, Chenjie Gu, Miaosen Wang, Angie Chen, Nevena Lazic, Nir Levine, Derek Pang, Rene Claus, Marisabel Hechtman, Ching-Han Chiang, Cheng Chen, Jingning Han

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A maximum-entropy approach to off-policy evaluation in average-reward MDPs

Jun 17, 2020
Nevena Lazic, Dong Yin, Mehrdad Farajtabar, Nir Levine, Dilan Gorur, Chris Harris, Dale Schuurmans

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Robotic Table Tennis with Model-Free Reinforcement Learning

Mar 31, 2020
Wenbo Gao, Laura Graesser, Krzysztof Choromanski, Xingyou Song, Nevena Lazic, Pannag Sanketi, Vikas Sindhwani, Navdeep Jaitly

* 8 pages, 4 figures 

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Provably Efficient Adaptive Approximate Policy Iteration

Mar 15, 2020
Botao Hao, Nevena Lazic, Yasin Abbasi-Yadkori, Pooria Joulani, Csaba Szepesvari

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Exploration-Enhanced POLITEX

Aug 27, 2019
Yasin Abbasi-Yadkori, Nevena Lazic, Csaba Szepesvari, Gellert Weisz

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Hierarchical Policy Design for Sample-Efficient Learning of Robot Table Tennis Through Self-Play

Feb 17, 2019
Reza Mahjourian, Risto Miikkulainen, Nevena Lazic, Sergey Levine, Navdeep Jaitly

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Model-Free Linear Quadratic Control via Reduction to Expert Prediction

Oct 05, 2018
Yasin Abbasi-Yadkori, Nevena Lazic, Csaba Szepesvari

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Online Linear Quadratic Control

Jun 19, 2018
Alon Cohen, Avinatan Hassidim, Tomer Koren, Nevena Lazic, Yishay Mansour, Kunal Talwar

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Context-Dependent Fine-Grained Entity Type Tagging

Aug 01, 2016
Dan Gillick, Nevena Lazic, Kuzman Ganchev, Jesse Kirchner, David Huynh

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Sketching and Neural Networks

Apr 19, 2016
Amit Daniely, Nevena Lazic, Yoram Singer, Kunal Talwar

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