Scalable Interactive Machine Learning for Future Command and Control

Future warfare will require Command and Control (C2) personnel to make decisions at shrinking timescales in complex and potentially ill-defined situations. Given the need for robust decision-making processes and decision-support tools, integration of artificial and human intelligence holds the potential to revolutionize the C2 operations process to ensure adaptability and efficiency in rapidly changing operational environments. We propose to leverage recent promising breakthroughs in interactive machine learning, in which humans can cooperate with machine learning algorithms to guide machine learning …

adaptability artificial command control cs.ai cs.cl cs.hc cs.lg decision decisions efficiency future human human intelligence integration intelligence interactive machine machine learning making operations process processes robust scalable support tools warfare will