CN-UPB / DeepCoMP
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
☆58Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DeepCoMP
- This project is created for the simulations of the paper: [Wang2021] Wenbo Wang, Amir Leshem, Dusit Niyato and Zhu Han, "Decentralized L…☆30Updated 3 years ago
- Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"☆29Updated last year
- The visualization of a multi-agent reinforcement learning (MARL)-based strategy with efficient exploration strategy.☆17Updated 2 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆108Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆95Updated 2 years ago
- Device-to-Device (D2D) communication OpenAI Gym environment☆20Updated 3 years ago
- Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)☆36Updated 6 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆14Updated 3 years ago
- Decision making using Reinforcement Learning☆20Updated 5 years ago
- Reinforcement learning environment for MIMO communications.☆12Updated 3 years ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆48Updated last year
- An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.☆109Updated this week
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆53Updated 5 years ago
- Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"☆23Updated 5 years ago
- Reinforcement Learning tool for Network Slice Placement problems☆21Updated 6 months ago
- Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks☆50Updated 5 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆11Updated 3 years ago
- Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"☆29Updated 3 years ago
- This is the code for paper: Scalable Federated Multi-agent Architecture forNetworked Communication Scenarios☆18Updated 3 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆28Updated 2 years ago
- This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV …☆20Updated last year
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆27Updated 3 years ago
- [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning☆48Updated last year
- [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning☆23Updated 2 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆62Updated 4 years ago
- ☆12Updated last year
- ☆25Updated 3 years ago
- ☆66Updated 2 years ago
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆40Updated 2 years ago
- 一个基于图神经网络的强化学习网络资源分配模型☆24Updated 2 years ago