Methods and device for autonomous missile control

A method for autonomous missile control, the method comprising:

• engaging in a trajectory toward a missile target by a missile,
• using data sensors, receiving data about the trajectory,
• processing the data in a radiation hardened field programmable gate array,
• generating a visual mechanism for action value calculation by a reinforcement learning algorithm further receiving the action value calculation in real-time,
• generating instructions for commanding thrust vector controls by a reinforcement learning algorithm,
• manipulating the missile body in attitude, roll, pitch, and yaw by thrust vector controls, optimizing guidance and enabling collision avoidance using artificial intelligence technology,
• the artificial intelligence technology further comprising a neural network and a reinforcement learning computer program,
• combining a neural network and reinforcement learning algorithm using a deep q-network,
• controlling the missile during powered flight by a deep q-network,
• minimizing distance and time from the missile target by thrust vector controls optimized by a reinforcement learning algorithm, and
• successfully colliding with the missile target directly.