Shie Mannor
Faculty
Research Interests:
Machine Learning (theory, algorithms, and applications) * High-dimensional problems with uncertainty in the data and modeling and learning dynamics (e.g., networks) * Reinforcement Learning and Markov decision processes * Theory and application of Markov decision processes * Uncertainty and risk in decision making * Systems that include multiple decision makers: Multi-agent/distributed/many players/adaptive systems