shkrwnd / Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
☆222Updated 5 years ago
Related projects: ⓘ
- Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications☆226Updated 6 months ago
- intial version☆145Updated 5 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆49Updated 5 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆66Updated 4 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆193Updated 2 years ago
- 《Power Allocation in Multi-cell Networks Using Deep Reinforcement Learning》论文复现☆65Updated 5 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆98Updated 3 years ago
- Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))☆75Updated 5 years ago
- Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Rein…☆44Updated 2 years ago
- Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Pa…☆144Updated 4 years ago
- ☆68Updated 5 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆36Updated 3 years ago
- A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems☆66Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆90Updated 2 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆58Updated 4 years ago
- The is a research project I am working on :)☆49Updated 8 months ago
- Asilomar 2020 code for Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks☆37Updated 4 years ago
- 将自己点星的一些仓库进行整理☆25Updated 5 years ago
- Training Deep Neural Networks for Wireless Resource Management☆132Updated 3 years ago
- Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks☆49Updated 5 years ago
- ☆13Updated 5 years ago
- ☆11Updated 3 years ago
- Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning☆129Updated last year
- Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication☆96Updated 3 years ago
- Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning☆36Updated 3 years ago
- ☆71Updated 4 years ago
- Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method☆21Updated 5 years ago
- Cooperative Spectrum Sensing based on Deep Recurrent Q-Network☆16Updated 5 years ago
- 无线与深度学习结合的论文代码整理/Wireless based on deep learning papers' code☆82Updated 2 years ago
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆124Updated 8 months ago