gundoganalperen / DIRAL
Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication
☆118Updated 3 years ago
Alternatives and similar repositories for DIRAL:
Users that are interested in DIRAL are comparing it to the libraries listed below
- Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"☆56Updated last year
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆68Updated 4 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆104Updated 3 years ago
- ☆47Updated 4 years ago
- Simulation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆109Updated last week
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆73Updated 2 years ago
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆79Updated 2 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆77Updated 4 years ago
- Resource allocation in V2X☆27Updated 3 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆224Updated 2 years ago
- joint computation offloading and resource allocation in Internet of Vehicle☆81Updated 3 years ago
- intial version☆156Updated 6 years ago
- ☆38Updated last year
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆55Updated 8 months ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆53Updated last year
- Simulation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆50Updated 2 weeks ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆31Updated last year
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆92Updated last month
- ☆53Updated 2 months ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆80Updated last year
- 20220427-use DQN and DDPG to allocation the NOMA resource☆55Updated 2 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆67Updated 8 months ago
- ☆19Updated 2 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆71Updated last year
- UAV-based MEC to maximize user throughput via reinforcement learning☆95Updated 6 years ago
- ☆31Updated 8 months ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆60Updated 4 years ago
- ☆28Updated 3 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆97Updated 4 months ago
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆66Updated 9 months ago