עקוב אחר
Yonathan Efroni
Yonathan Efroni
Meta, New York
כתובת אימייל מאומתת בדומיין fb.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Action Robust Reinforcement Learning and Applications in Continuous Control‏
C Tessler, Y Efroni, S Mannor‏
arXiv preprint arXiv:1901.09184, 2019‏
2542019
Adaptive trust region policy optimization: Global convergence and faster rates for regularized mdps‏
L Shani, Y Efroni, S Mannor‏
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5668-5675, 2020‏
1942020
Exploration-exploitation in constrained mdps‏
Y Efroni, S Mannor, M Pirotta‏
arXiv preprint arXiv:2003.02189, 2020‏
1742020
Optimistic policy optimization with bandit feedback‏
Y Efroni, L Shani, A Rosenberg, S Mannor‏
arXiv preprint arXiv:2002.08243, 2020‏
99*2020
Rl for latent mdps: Regret guarantees and a lower bound‏
J Kwon, Y Efroni, C Caramanis, S Mannor‏
Advances in Neural Information Processing Systems 34, 24523-24534, 2021‏
832021
Tight regret bounds for model-based reinforcement learning with greedy policies‏
Y Efroni, N Merlis, M Ghavamzadeh, S Mannor‏
Advances in Neural Information Processing Systems, 12203-12213, 2019‏
792019
Mirror descent policy optimization‏
M Tomar, L Shani, Y Efroni, M Ghavamzadeh‏
arXiv preprint arXiv:2005.09814, 2020‏
732020
Universality of local weak interactions and its application for interferometric alignment‏
J Dziewior, L Knips, D Farfurnik, K Senkalla, N Benshalom, J Efroni, ...‏
Proceedings of the National Academy of Sciences 116 (8), 2881-2890, 2019‏
572019
Provably filtering exogenous distractors using multistep inverse dynamics‏
Y Efroni, D Misra, A Krishnamurthy, A Agarwal, J Langford‏
International Conference on Learning Representations, 2021‏
52*2021
Beyond the one-step greedy approach in reinforcement learning‏
Y Efroni, G Dalal, B Scherrer, S Mannor‏
International Conference on Machine Learning, 1387-1396, 2018‏
472018
Reinforcement learning with trajectory feedback‏
Y Efroni, N Merlis, S Mannor‏
Proceedings of the AAAI conference on artificial intelligence 35 (8), 7288-7295, 2021‏
452021
Provable reinforcement learning with a short-term memory‏
Y Efroni, C Jin, A Krishnamurthy, S Miryoosefi‏
International Conference on Machine Learning, 5832-5850, 2022‏
442022
Multiple-step greedy policies in approximate and online reinforcement learning‏
Y Efroni, G Dalal, B Scherrer, S Mannor‏
Advances in neural information processing systems 31, 2018‏
432018
How to combine tree-search methods in reinforcement learning‏
Y Efroni, G Dalal, B Scherrer, S Mannor‏
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3494-3501, 2019‏
412019
Guaranteed discovery of control-endogenous latent states with multi-step inverse models‏
A Lamb, R Islam, Y Efroni, A Didolkar, D Misra, D Foster, L Molu, R Chari, ...‏
arXiv preprint arXiv:2207.08229, 2022‏
38*2022
Bandits with partially observable offline data‏
G Tennenholtz, U Shalit, S Mannor, Y Efroni‏
arXiv preprint arXiv:2006.06731, 2020‏
34*2020
Minimax regret for stochastic shortest path‏
A Cohen, Y Efroni, Y Mansour, A Rosenberg‏
Advances in neural information processing systems 34, 28350-28361, 2021‏
322021
Sample-efficient reinforcement learning in the presence of exogenous information‏
Y Efroni, DJ Foster, D Misra, A Krishnamurthy, J Langford‏
Conference on Learning Theory, 5062-5127, 2022‏
262022
Online planning with lookahead policies‏
Y Efroni, M Ghavamzadeh, S Mannor‏
Advances in Neural Information Processing Systems 33, 14024-14033, 2020‏
24*2020
Reinforcement learning in reward-mixing mdps‏
J Kwon, Y Efroni, C Caramanis, S Mannor‏
Advances in Neural Information Processing Systems 34, 2253-2264, 2021‏
212021
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מאמרים 1–20