معرفی
Shie Mannor is a Professor at the Technion - Israel Institute of Technology in the Department of Electrical Engineering. He also holds a visiting professorship at Cornell-Tech in New York City and is affiliated with the Technion Machine Learning Center and the Grand Technion Energy Program.
Key Research Interests:
- Machine Learning: Theory, algorithms, and applications to high-dimensional data and dynamics modeling.
- Reinforcement Learning and Markov Decision Processes: Adaptive control in large stochastic systems.
- Learning and control under uncertainty: Robust/stochastic optimization frameworks.
- Game Theory: Stochastic, dynamic, and network games applied to power markets and resource allocation.
- Multi-agent systems: Online learning and designing economic systems with optimal equilibria.
- Power Grid: Data-driven reliability, pricing, and decision-making in smart grids (e.g., EU-funded GARPUR project).
- Applications: Communication network optimization, mobile health, LDPC codes, and large-scale optimization problems.
He actively seeks postdocs, graduate, and undergraduate students with strong mathematical or programming skills for projects in mobile phone programming and complex system optimization. Contact: shie.mannor@ee.technion.ac.il | Phone: ++972-4-829-3284
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