Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks

Yoel Bokobza, Ron Dabora, Kobi Cohen

We consider the problem of dynamic spectrum access (DSA) in cognitive wireless networks, where only partial observations are available to the users due to narrowband sensing and tr…