Thesis Proposals

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Title Keywords/Tags Course of Study Supervisor
Reinforcement Learning for Energy-Efficient Cloud Robotics computation offloading edge computing machine learning reinforcement learning robots robotics CONTROL SYSTEMS ENGINEERING Luca Ballotta
Distributed Federated Learning: Resilience to Model Attacks deep learning federated learning machine learning multi-agent systems resilience security COMPUTER ENGINEERING Luca Ballotta
Graph Neural Network-Based Safe Multi-Robot Control deep learning graph neural networks machine learning multi-agent system multi-robot system reinforcement learning robot safe control safety CONTROL SYSTEMS ENGINEERING Luca Ballotta
Multi-Agent Reinforcement Learning for Compute Allocation in Processing Networks edge computing energy efficiency machine learning multi-agent systems reinforcement learning resource allocation CONTROL SYSTEMS ENGINEERING Luca Ballotta
Verification of Barrier Functions for Fault-Tolerant Control SMT barrier certificates barrier function deep learning dynamical systems fault detection fault-tolerant control formal verification machine learning robust control safety CONTROL SYSTEMS ENGINEERING Luca Ballotta