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Nir Levine
Nir Levine
Research Engineer at DeepMind
Verified email at google.com
Title
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Cited by
Year
Challenges of real-world reinforcement learning: definitions, benchmarks and analysis
G Dulac-Arnold, N Levine, DJ Mankowitz, J Li, C Paduraru, S Gowal, ...
Machine Learning 110 (9), 2419-2468, 2021
5292021
Improved knowledge distillation via teacher assistant
SI Mirzadeh, M Farajtabar, A Li, N Levine, A Matsukawa, H Ghasemzadeh
Proceedings of the AAAI conference on artificial intelligence 34 (04), 5191-5198, 2020
5112020
Rotting bandits
N Levine, K Crammer, S Mannor
Advances in neural information processing systems 30, 2017
842017
Robust reinforcement learning for continuous control with model misspecification
DJ Mankowitz, N Levine, R Jeong, Y Shi, J Kay, A Abdolmaleki, ...
arXiv preprint arXiv:1906.07516, 2019
692019
An empirical investigation of the challenges of real-world reinforcement learning
G Dulac-Arnold, N Levine, DJ Mankowitz, J Li, C Paduraru, S Gowal, ...
arXiv preprint arXiv:2003.11881, 2020
682020
Shallow updates for deep reinforcement learning
N Levine, T Zahavy, DJ Mankowitz, A Tamar, S Mannor
Advances in Neural Information Processing Systems 30, 2017
442017
Prediction, consistency, curvature: Representation learning for locally-linear control
N Levine, Y Chow, R Shu, A Li, M Ghavamzadeh, H Bui
arXiv preprint arXiv:1909.01506, 2019
222019
An extended relevance model for session search
N Levine, H Roitman, D Cohen
Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017
202017
Optimization and generalization of regularization-based continual learning: a loss approximation viewpoint
D Yin, M Farajtabar, A Li, N Levine, A Mott
arXiv preprint arXiv:2006.10974, 2020
182020
Balancing constraints and rewards with meta-gradient d4pg
DA Calian, DJ Mankowitz, T Zahavy, Z Xu, J Oh, N Levine, T Mann
arXiv preprint arXiv:2010.06324, 2020
142020
Task-agnostic continual learning with hybrid probabilistic models
P Kirichenko, M Farajtabar, D Rao, B Lakshminarayanan, N Levine, A Li, ...
arXiv preprint arXiv:2106.12772, 2021
72021
Challenges of Real-World Reinforcement Learning: Definitions, Benchmarks & Analysis
C Paduraru, DJ Mankowitz, G Dulac-Arnold, J Li, N Levine, S Gowal, ...
72021
A maximum-entropy approach to off-policy evaluation in average-reward mdps
N Lazic, D Yin, M Farajtabar, N Levine, D Gorur, C Harris, D Schuurmans
Advances in Neural Information Processing Systems 33, 12461-12471, 2020
62020
Actively learning to attract followers on Twitter
N Levine, TA Mann, S Mannor
arXiv preprint arXiv:1504.04114, 2015
22015
Robust reinforcement learning for continuous control with model misspecification
DJ Mankowitz, N Levine, RC Jeong, A Abdolmaleki, JT Springenberg, ...
US Patent App. 17/620,164, 2022
2022
Relevance model for session search
H Roitman, D Cohen, N Levine
US Patent 10,956,409, 2021
2021
Neural Rate Control for Video Encoding using Imitation Learning
H Mao, C Gu, M Wang, A Chen, N Lazic, N Levine, D Pang, R Claus, ...
arXiv preprint arXiv:2012.05339, 2020
2020
Robust Reinforcement Learning for Continuous Control with Model Misspecification Open Website
DJ Mankowitz, N Levine, R Jeong, A Abdolmaleki, JT Springenberg, Y Shi, ...
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