Chilukuri K. Mohan

Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management

The time allocation problem in multi-function cognitive radar systems focuses on the trade-off between scanning for newly emerging targets and tracking the previously detected targets. We formulate this as a multi-objective optimization problem and employ deep reinforcement learning to find Pareto-o…