Search Results for author: Mark A. Kozy

Found 1 papers, 0 papers with code

Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments

no code implementations23 Jun 2020 Charles E. Thornton, Mark A. Kozy, R. Michael Buehrer, Anthony F. Martone, Kelly D. Sherbondy

In this paper, dynamic non-cooperative coexistence between a cognitive pulsed radar and a nearby communications system is addressed by applying nonlinear value function approximation via deep reinforcement learning (Deep RL) to develop a policy for optimal radar performance.

Q-Learning reinforcement-learning +1

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