saugat76 / uav_nw_madql_connectivity_tensorflow
Allocation of the resource blocks to the ground user for distributed UAV based cellular system with only the transfer of reward values. Additional improvement over the other setup by the use of Deep Q Learning approach.
☆11Updated last year
Related projects: ⓘ
- ☆20Updated 2 years ago
- This is the source code using deep Q learning for calculate UAV resource allocation☆24Updated 3 years ago
- ☆15Updated last year
- Use of reinforcement learning and deep reinforcement learning algorithms to optimize the UAV based cellular network for higher throughput…☆12Updated 5 months ago
- This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV …☆18Updated last year
- Mobile edge computing networks based on Unmanned Aerial Vehicles☆30Updated 2 years ago
- ☆21Updated 5 years ago
- ☆25Updated this week
- Unmanned Air Vehicles (UAV) Simulator with Machine Learning☆16Updated 2 years ago
- Optimal UAV Deployment for Rate Maximization in IoT Networks☆22Updated 3 years ago
- Repository of code for journal paper "Positioning and power optimization for UAV-assisted networks in the presence of eavesdroppers: A mu…☆17Updated 2 years ago
- Using DDPG agent to control UAV system with energy efficiency☆15Updated last year
- ☆13Updated 6 months ago
- UAV trajectory optimization with the average AoI and energy as the bjective functions☆24Updated 2 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆14Updated 10 months ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆26Updated 2 years ago
- Implementation of the article 'A Strategic Game for Task Offloading among Capacitated UAV-mounted Cloudlets'☆10Updated last year
- During our participation in the Internship Exchange Program, my friend and I collaborated with the guidance of our esteemed supervisor fr…☆30Updated 4 months ago
- Trajectory design and bandwidth assignment for UAV_GBS intergated network☆16Updated 4 years ago
- Welcome to our open-source project focused on revolutionizing Mobile Edge Computing (MEC) with the power of multiple Unmanned Aerial Vehi…☆18Updated 11 months ago
- UVA trajectory design (DQN)☆9Updated 2 years ago
- ☆50Updated this week
- UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management☆34Updated 11 months ago
- Simulation and documentations of Multiple UAV TPC optimization☆39Updated 4 years ago
- Efficient UAV placement to serve maximum users through minimum UAVs☆13Updated 3 years ago
- Code for the paper "Age of Information Analysis in Edge Computing Servers"☆16Updated 7 months ago
- Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks☆10Updated 4 years ago
- IntelligentNetworkingLAB / Optimize-Deployment-and-Minimize-Data-Processing-Time-based-on-Reinforcement-learning-in-UAV-MEC-env☆15Updated last year
- ☆50Updated 2 years ago
- ☆15Updated last year