zenghaogithub

highway-DDPG

A DDPG methord for vehicle controled based on DDPG

WC-V2V-Analysis-Raleigh-Channels

Performance Analysis of Vehicle-to-Vehicle Communication with full duplex Amplify-and-Forward Relay over Double-Rayleigh Fading Channels

UAV-DDPG

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

DIRAL

Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication

DLforTP

SVNF

scalable vnf placement algorithm （laboratory research）

baseline-algorithms

Baseline algorithms for coordination of chained VNFs

ml-for-resource-allocation

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization

csc8820-vnf-simulator

This project simulate the costs of different VNF deployment strategies

vnf_placement_optimization_rl

Virtual Network Function placement optimization with Deep Reinforcement Learning

Algorithm-for-Slice-Handover-in-5G-Networks

An Algorithm for making handoff decisions in a sliced 5G network

Double-Deep-Q-Learning-for-Resource-Allocation

Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"

ResourceAllocationReinforcementLearning

intial version

UAV_RL_Maximize_Throughput

UAV-based MEC to maximize user throughput via reinforcement learning

UAV-in-Aerial-Base-Station-System

You can find code and data of an energy-saving deep learning algorithm for ABSS with UAV here.

Optimizing-UAV-trajectory-for-maximum-data-rate-via-Q-Learning

During our participation in the Internship Exchange Program, my friend and I collaborated with the guidance of our esteemed supervisor from NTHU.