Ruling StarCraft Game Spitefully -- Exploiting the Blind Spot of AI-Powered Game Bots

With recent breakthroughs of deep neural networks in problems like computer vision, machine translation, and time series prediction, we have witnessed a great advance in the area of reinforcement learning. By integrating deep neural networks into reinforcement learning algorithms, the machine learning community designs various deep reinforcement learning algorithms and demonstrates their great success in a variety of games, ranging from defeating world champions of Go to mastering the most challenging real-time strategy game -- StarCraft.
By Xinyu Xing, Wenbo Guo, Xian Wu, Jimmy Su
Full Abstract & Presentation Materials: www.blackhat.com/us-20/briefi...