Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

一个刷题app，基于springboot+mysql+vue3

Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"

Age of Information, Prediction

Code for AoI-optimal Scheduling policy

Matlab codes for the paper K.-H. Ngo, G. Durisi, and A. Graell i Amat, "Age of information in prioritized random access," in 55th Asilomar Conference on Signals, Systems, and Computers, CA, USA, Oc…

Codes for the paper "AoI Aware Radio Resource Management of Autonomous Platoons via Multi Agent Reinforcement Learning"

Deep Q Network-based scheduling over two-hop wireless channels.

Code for the paper "Learning to Schedule Joint Radar-Communication Requests for Optimal Information Freshness" as published in IEEE Transactions on Vehicular Technology 2021.

UAV trajectory optimization with the average AoI and energy as the bjective functions

Code for the paper "Learning to Schedule Joint Radar-Communication with Deep Multi-Agent Reinforcement Learning" to be published in the IEEE Transactions on Vehicular Technology.

Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks

[INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning

Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G. Zhou, C. Pan, et al,  IEEE TSP, vol. 68, pp. 5092-5106, 2020.

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

Code for the paper "Age-of-Information-based Scheduling in Multiuser Uplinks with Stochastic Arrivals: A POMDP Approach"

On the Rate and Age of Information for Non-Preemptive Systems with Prioritized Arrivals and Deterministic Packet Deadlines in IoT Networks

Author's implementation of the paper Correlated Age-of-Information Bandits.

Code for 2022 VTC paper, Optimal Scheduling for Minimizing Peak Age of Information in Uplink Systems.