The Cognitive Radio and the Cognitive Radio Networks have recently become one of the
most intensively studied paradigms in wireless communications. The main distinctive …

This article presents an off-policy model-free algorithm based on reinforcement learning
(RL) to optimize the fully cooperative (FC) consensus problem of nonlinear continuous-time …

We consider the distributed channel selection problem in the context of device-to-device
(D2D) communication as an underlay to a cellular network. Underlaid D2D users …

In this paper, the fully cooperative game with partially constrained inputs in the continuous-
time Markov decision process environment is investigated using a novel data-driven …

Coordination and cooperation among transmitters are fundamental paradigms to improve
the performance of next-generation mobile networks. By grou** multiple transmitters into …

Femtocells are emerging as a key technology to improve coverage and network capacity in
indoor environments. When femtocells use different frequency bands than macrocells (ie …

A new paradigm in wireless network access is presented and analyzed. In this concept,
certain classes of wireless terminals can be turned temporarily into an access point (AP) …

In this paper, a novel safe reinforcement learning is proposed for fully cooperative games of
discrete-time multi-player systems with partial state and control constraints. The fully …

We study the resource sharing problem in a drone-based wireless network by considering a
distributed control setting under uncertainty (eg, due to lack of full information). The drones …

This paper addresses the optimal cooperative control problem for nonlinear multi-agent
systems with completely unknown dynamics and proposes a learning control scheme based …