Tom Zahavy
Title
Cited by
Cited by
Year
A deep hierarchical approach to lifelong learning in minecraft
C Tessler, S Givony, T Zahavy, DJ Mankowitz, S Mannor
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2016
2222016
Graying the black box: Understanding dqns
T Zahavy, N Ben-Zrihem, S Mannor
International Conference on Machine Learning (ICML) 2016, 1899-1908, 2016
1402016
Is a picture worth a thousand words? A deep multi-modal architecture for product classification in e-commerce
T Zahavy, A Krishnan, A Magnani, S Mannor
AAAI, 2018
70*2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning
T Zahavy, M Haroush, N Merlis, DJ Mankowitz, S Mannor
Advances in Neural Information Processing Systems (NeurIPS) 2018, 2018
68*2018
Deep learning reconstruction of ultrashort pulses
T Zahavy, A Dikopoltsev, D Moss, GI Haham, O Cohen, S Mannor, ...
Optica 5 (5), 666-673, 2018
452018
Shallow updates for deep reinforcement learning
N Levine, T Zahavy, DJ Mankowitz, A Tamar, S Mannor
Advances in Neural Information Processing Systems (NeurIPS) 2017, 3135-3145, 2017
272017
Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms
T Zahavy, B Kang, A Sivak, J Feng, H Xu, S Mannor
International Conference on Learning Representations Workshop (ICLRW'18), 2016
24*2016
Sub-Nyquist sampling of OFDM signals for cognitive radios
T Zahavy, O Shayer, D Cohen, A Tolmachev, YC Eldar
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
102014
Visualizing Dynamics: from t-SNE to SEMI-MDPs
NB Zrihem, T Zahavy, S Mannor
ICML Workshop on Human Interpretability in Machine Learning (WHI 2016),, 2016
8*2016
Deep learning reconstruction of ultrashort pulses from 2D spatial intensity patterns recorded by an all-in-line system in a single-shot
R Ziv, A Dikopoltsev, T Zahavy, I Rubinstein, P Sidorenko, O Cohen, ...
Optics Express 28 (5), 7528-7538, 2020
62020
Self-Tuning Deep Reinforcement Learning
T Zahavy, Z Xu, V Veeriah, M Hessel, J Oh, H van Hasselt, D Silver, ...
Advances in Neural Information Processing Systems (NeurIPS) 2020, 2020
62020
Action assembly: Sparse imitation learning for text based games with combinatorial action spaces
C Tessler, T Zahavy, D Cohen, DJ Mankowitz, S Mannor
RLDM 2019: The Multi-disciplinary Conference on Reinforcement Learning and …, 2019
52019
Deep neural linear bandits: Overcoming catastrophic forgetting through likelihood matching
T Zahavy, S Mannor
arXiv preprint arXiv:1901.08612, 2019
52019
Unknown mixing times in apprenticeship and reinforcement learning
T Zahavy, A Cohen, H Kaplan, Y Mansour
Conference on Uncertainty in Artificial Intelligence (UAI), 2020, 0
4*
Train on validation: squeezing the data lemon
G Tennenholtz, T Zahavy, S Mannor
arXiv preprint arXiv:1802.05846, 2018
22018
Deep neural networks in single-shot ptychography
O Wengrowicz, O Peleg, T Zahavy, B Loevsky, O Cohen
Optics Express 28 (12), 17511-17520, 2020
12020
Apprenticeship Learning via Frank-Wolfe
T Zahavy, A Cohen, H Kaplan, Y Mansour
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020, 2020
12020
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
2020
Deep Learning Single-Shot Ptychography: Algorithm and Experiment
O Wengrowicz, O Peleg, T Zahavy, B Loevsky, O Cohen
Computational Optical Sensing and Imaging, CF2C. 2, 2020
2020
Single-Shot Ultrafast Pulse Reconstruction with Deep Learning
R Ziv, A Dikopoltsev, T Zahavy, I Rubinstein, P Sidorenko, O Cohen, ...
2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–20