Sudhakar Kambhampati

Toward trustworthy adaptive software reliability engineering: An explainable deep reinforcement learning framework

Ensuring the dependable operation of modern software systems under dynamic and non-stationary operating conditions remains a major challenge in software reliability engineering. Although recent deep reinforcement learning (DRL)-based approaches have demonstrated promising capabilities for closed-loop adaptation of soft...