| A deep hierarchical approach to lifelong learning in minecraft C Tessler, S Givony, T Zahavy, D Mankowitz, S Mannor Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 478 | 2017 |
| Graying the black box: Understanding dqns T Zahavy, N Ben-Zrihem, S Mannor International conference on machine learning (ICML), 1899-1908, 2016 | 357 | 2016 |
| 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 31, 2018 | 264 | 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 | 190 | 2018 |
| 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 Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 109* | 2018 |
| A self-tuning actor-critic algorithm T Zahavy, Z Xu, V Veeriah, M Hessel, J Oh, HP van Hasselt, D Silver, ... Advances in neural information processing systems 33, 20913-20924, 2020 | 92 | 2020 |
| Reward is enough for convex mdps T Zahavy, B O'Donoghue, G Desjardins, S Singh Advances in Neural Information Processing Systems 34, 25746-25759, 2021 | 81 | 2021 |
| Bootstrapped meta-learning S Flennerhag, Y Schroecker, T Zahavy, H van Hasselt, D Silver, S Singh International Conference on Learning Representations (ICLR) 2022, 2021 | 79 | 2021 |
| Shallow updates for deep reinforcement learning N Levine, T Zahavy, DJ Mankowitz, A Tamar, S Mannor Advances in Neural Information Processing Systems 30, 2017 | 51 | 2017 |
| Discovering Evolution Strategies via Meta-Black-Box Optimization R Tjarko Lange, T Schaul, Y Chen, T Zahavy, V Dallibard, C Lu, S Singh, ... International Conference on Learning Representations (ICLR) 2023, 2022 | 49* | 2022 |
| Online limited memory neural-linear bandits with likelihood matching O Nabati, T Zahavy, S Mannor International Conference on Machine Learning, 7905-7915, 2021 | 49* | 2021 |
| Discovery of options via meta-learned subgoals V Veeriah, T Zahavy, M Hessel, Z Xu, J Oh, I Kemaev, HP van Hasselt, ... Advances in Neural Information Processing Systems 34, 29861-29873, 2021 | 43 | 2021 |
| Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality T Zahavy, Y Schroecker, F Behbahani, K Baumli, S Flennerhag, S Hou, ... International Conference on Learning Representations (ICLR) 2023, 2022 | 39 | 2022 |
| Discovering attention-based genetic algorithms via meta-black-box optimization R Lange, T Schaul, Y Chen, C Lu, T Zahavy, V Dalibard, S Flennerhag Proceedings of the Genetic and Evolutionary Computation Conference, 929-937, 2023 | 37 | 2023 |
| Ensemble robustness and generalization of stochastic deep learning algorithms T Zahavy, B Kang, A Sivak, J Feng, H Xu, S Mannor arXiv preprint arXiv:1602.02389, 2016 | 34* | 2016 |
| Online Apprenticeship Learning L Shani, T Zahavy, S Mannor Proceedings of the AAAI Conference on Artificial Intelligence, 2021 | 30 | 2021 |
| 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 | 30 | 2020 |
| Inverse reinforcement learning in contextual MDPs S Belogolovsky, P Korsunsky, S Mannor, C Tessler, T Zahavy Machine Learning 110 (9), 2295-2334, 2021 | 26 | 2021 |
| Discovering a set of policies for the worst case reward T Zahavy, A Barreto, DJ Mankowitz, S Hou, B O'Donoghue, I Kemaev, ... International Conference on Learning Representations (ICLR) 2021, 2021 | 25 | 2021 |
| Balancing constraints and rewards with meta-gradient d4pg DA Calian, DJ Mankowitz, T Zahavy, Z Xu, J Oh, N Levine, T Mann International Conference on Learning Representations (ICLR) 2021, 2020 | 25 | 2020 |
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaVerified email at technion.ac.il
