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cs.GT2024
Reactive Synthesis of Sensor Revealing Strategies in Hypergames on Graphs
Sumukha Udupa, Ahmed Hemida, Charles A. Kamhoua +1
In many security applications of cyber-physical systems, a system designer must guarantee that critical missions are satisfied against attacks in the sensors and actuators of the C…
cs.LG2024
Decision Theory-Guided Deep Reinforcement Learning for Fast Learning
Zelin Wan, Jin-Hee Cho, Mu Zhu +3
This paper introduces a novel approach, Decision Theory-guided Deep Reinforcement Learning (DT-guided DRL), to address the inherent cold start problem in DRL. By integrating decisi…