Optimizing Design Verification using Machine Learning: Doing better than Random. - William Hughes; Sandeep Srinivasan; Rohit Suvarna; Maithilee Kulkarni (CoRR, 2019)

Advanced Reinforcement Learning Algorithms to Optimize Design Verification. - Zahra Aref; Rohit Suvarna; Bill Hughes; Sandeep Srinivasan; Narayan B. Mandayam (DAC, 2024)