IEEE

Reinforcement Learning Based PCB Routing Using Dueling Double Deep Q Network

Abstract: With the development of technology, the circuits on printed circuit boards(PCB) become more and more complex. Traditional PCB routing methods often rely on experiences and heuristic rules, ...
IEEE

Evaluating and Evading Machine Learning Malware Detectors with Deep Q Learning

Abstract: Traditional machine learning-based malware detectors often rely on static features such as API calls, DLL imports, and PE header values. However, these systems remain vulnerable to ...