Scaling Intelligent Agents in Combat Simulations for Wargaming

Remaining competitive in future conflicts with technologically-advanced competitors requires us to accelerate our research and development in artificial intelligence (AI) for wargaming. More importantly, leveraging machine learning for intelligent combat behavior development will be key to one day achieving superhuman performance in this domain--elevating the quality and accelerating the speed of our decisions in future wars. Although deep reinforcement learning (RL) continues to show promising results in intelligent agent behavior development in games, it has yet to perform at or …

advanced agents artificial artificial intelligence behavior competitors cs.ai cs.lg development domain future intelligence intelligent key machine machine learning performance quality research research and development scaling simulations speed superhuman will