Shie Mannor
Technion – Israel Institute of Technology(IL)Nvidia (United States)(US)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Optimization and Search Problems, Adversarial Robustness in Machine Learning
Most-Cited Works
- → A Tutorial on the Cross-Entropy Method(2005)2,989 cited
- → The Kernel Recursive Least-Squares Algorithm(2004)1,092 cited
- → Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities(2022)395 cited
- Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems(2006)
- → Robustness and generalization(2011)366 cited
- → Reinforcement learning with Gaussian processes(2005)345 cited
- → The Sample Complexity of Exploration in the Multi-Armed Bandit Problem(2004)328 cited