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eess.SY2023
A Compositional Resilience Index for Computationally Efficient Safety Analysis of Interconnected Systems
Luyao Niu, Abdullah Al Maruf, Andrew Clark +2
Interconnected systems such as power systems and chemical processes are often required to satisfy safety properties in the presence of faults and attacks. Verifying safety of these…
cs.AI2023
Risk-Aware Distributed Multi-Agent Reinforcement Learning
Abdullah Al Maruf, Luyao Niu, Bhaskar Ramasubramanian +2
Autonomous cyber and cyber-physical systems need to perform decision-making, learning, and control in unknown environments. Such decision-making can be sensitive to multiple factor…