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Fully funded research positions in reinforcement learning and online learning, with flexible starting dates.
See open positions →Alberto Maria Metelli
Tenure-track Assistant Professor · Politecnico di Milano
I am a tenure-track assistant professor of Computer Engineering with the Department of Electronics, Information and Bioengineering (DEIB) and member of the Artificial Intelligence and Robotics Lab (AIRLab) at Politecnico di Milano. My research focuses on the theoretical and algorithmic foundations of sequential decision-making. I am affiliated with the ELLIS Unit Milan.
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Research interests
All researchLearning from Human FeedbackEfficient Sample Use and ReuseStability in Reinforcement LearningStructured Sequential Decision-Making
Recent publications
Full listWorst-Case Regret Bounds for Combinatorial Bandits with Ranking Feedback
Advances in Neural Information Processing Systems (NeurIPS)
Why Does Action Chunking Improve Behavioral Cloning Performance in Robotic Control?
Conference on Robot Learning (CoRL)
Mind Your Steps: A General Learning Framework for Accurate Humanoid Foothold Tracking
Robotics: Science and Systems (RSS)
Fast Mixing Steady-State Control in Markov Decision Processes
International Conference on Machine Learning (ICML)
Learning to Rank from Incomplete Rankings
International Conference on Machine Learning (ICML)
Academic experience
Tenure-track Assistant Professor
Politecnico di Milano · DEIB
Assistant Professor
Politecnico di Milano · DEIB
Postdoctoral Researcher
Politecnico di Milano · DEIB
Education
Ph.D. in Information Technology
Politecnico di Milano · DEIB
Thesis: Exploiting Environment Configurability in Reinforcement Learning ↗
Supervisor: Marcello Restelli
M.Sc. in Computer Science and Engineering
Politecnico di Milano
Thesis: Compatible Reward Inverse Reinforcement Learning ↗
Supervisor: Marcello Restelli
B.Sc. in Engineering of Computing Systems
Politecnico di Milano