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

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

Explore the vulnerabilities of AI-powered game bots in this 40-minute Black Hat conference talk. Delve into the world of deep reinforcement learning (DRL) algorithms and their application in complex games like StarCraft. Learn about modeling and solving reinforcement learning problems, training DRL bots, and various attack methods including perturbation-based and adversarial agent attacks. Examine quantitative evaluations of winning rates, view demo examples, and discuss potential defense strategies against these exploits. Gain insights from experts Xinyu Xing, Wenbo Guo, Xian Wu, and Jimmy Su as they reveal the blind spots of AI in gaming and demonstrate how to exploit them.