Mannor, Shie

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Machlev, R., Heistrene, L., Perl, M., Levy, K. Y., Belikov, J., Mannor, S., & Levron, Y. (2022) · Energy and AI

Explainable Artificial Intelligence (XAI)Power System Optimization and Stability

Cited by 552

Encouraging Physical Activity in Patients With Diabetes: Intervention Using a Reinforcement Learning System

Yom-Tov, E., Feraru, G., Kozdoba, M., Mannor, S., Tennenholtz, M., & Hochberg, I. (2017) · Journal of Medical Internet Research

Mobile Health and mHealth ApplicationsPhysical Activity and Health

Cited by 205

Action robust reinforcement learning and applications in continuous control

Tessler, C., Efroni, Y., & Mannor, S. (2019) · arXiv

Reinforcement Learning in RoboticsAdversarial Robustness in Machine Learning

Cited by 108

Contextual Markov Decision Processes

Hallak, A., Di Castro, D., & Mannor, S. (2015) · arXiv

Formal Methods in VerificationPetri Nets in System Modeling

Cited by 65

Learning Robust Options

Mankowitz, D., Mann, T., Bacon, P.-L., Precup, D., & Mannor, S. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Reinforcement Learning in RoboticsAdaptive Dynamic Programming Control

Cited by 30

Detecting Rewards Deterioration in Episodic Reinforcement Learning

Greenberg, I., & Mannor, S. (2020) · arXiv

Reinforcement Learning in RoboticsAdvanced Statistical Process Monitoring

Cited by 5

Reinforcement Learning with Trajectory Feedback

Efroni, Y., Merlis, N., & Mannor, S. (2020) · arXiv

Reinforcement Learning in RoboticsAdvanced Bandit Algorithms Research

Cited by 3

Reinforcement Learning with a Terminator

Tennenholtz, G., Merlis, N., Shani, L., Mannor, S., Shalit, U., Chechik, G., Hallak, A., & Dalal, G. (2022) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 0