A Deep Reinforcement Learning Technique for Bug Detection in Video Games
Published in International Journal of Information Technology, 2023
Rani, G., Pandey, U., Wagde, A.A., Dhaka, V.S. International Journal of Information Technology, 15, 355–367, 2023.
Proposes RLBGameTester: trains a DQN agent on Atari games, then monitors last-layer gradients during gameplay — bugs injected post-training cause sharp gradient spikes, flagging the exact iteration where the bug occurred without any human supervision.