Optimizing Reconfigurable Intelligent Surfaces (RIS) for secure wireless communications. This project implements advanced algorithms to enhance data rates and energy efficiency while ensuring secre…

This is the code for paper: Scalable Federated Multi-agent Architecture forNetworked Communication Scenarios

Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards

In this work, we propose a novel formulation titled Federated Deep Q Networks (F-DQN) to perform distributed learning for Deep RL algorithms.

The implementation of WCNC 2024 paper "A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications"

Joint Mean-Field Game and Multiagent Asynchronous Advantage Actor-Critic for Edge Intelligence-based IoT Malware Propagation Defense

6G in-factory subnetwork scenario for protocol learning

source code of the paper "Anti-jamming Channel Allocation in UAV-enabled Edge Computing: A Stackelberg Game Approach" published in MSN 2022

We highly respect reproducible research, so we try to provide the simulation codes for our published papers. There are some codes for our TWC paper "Disco Intelligent Reflecting Surfaces: Active Ch…

Implementation of the Paper Titled : Deep Reinforcement Learning for Cyber Security

MATLAB Code implementation for the secrecy outage probability evaluation on the developed RIS-aided scheme

Simulation code for "A Novel SCA-Based Method for Beamforming Optimization in IRS/RIS-Assisted MU-MISO Downlink," by V. Kumar, R. Zhang, M. D. Renzo and L. -N. Tran, IEEE Wireless Communications Le…