tsoernes / dca
Dynamic channel allocation in cellular networks by reinforcement learning
☆16Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for dca
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆11Updated 3 years ago
- Deep Reinforcement Learning for Dynamic Multicahnnel Access in Wireless Networks☆12Updated 7 years ago
- Reinforcement learning environment for MIMO communications.☆12Updated 3 years ago
- A dqn application for using in wlan☆17Updated 6 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆53Updated 5 years ago
- ☆18Updated 4 years ago
- Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning☆58Updated last year
- ☆26Updated 3 years ago
- Spring 2017 Deep Reinforcement Learning Final Project☆30Updated 7 years ago
- The visualization of a multi-agent reinforcement learning (MARL)-based strategy with efficient exploration strategy.☆17Updated 2 years ago
- Code for my publication: Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. Paper accepted to IEEE Interna…☆15Updated 4 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
- A fork of ns3 LTE module for reinforcement learning experiments☆12Updated 7 years ago
- ☆33Updated 7 years ago
- This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G …☆28Updated 3 weeks ago
- Project regarding Resource allocation using RL☆21Updated 4 years ago
- Code to reproduce our works on DNN research.☆21Updated 7 years ago
- Device-to-Device (D2D) communication OpenAI Gym environment☆20Updated 3 years ago
- Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"☆23Updated 5 years ago
- Link Scheduling using Graph Neural Networks, IEEE TWC☆29Updated 8 months ago
- YiyangZYY / MARL-based_Joint_Precoding_and_Phase_Shift_Optimization_for_RIS-aided_Cell-Free_Massive_MIMO_Systems☆15Updated 5 months ago
- Code for my publication: F. B. Mismar and B. L. Evans, "Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Netwo…☆24Updated 5 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆21Updated 4 years ago
- ☆10Updated 4 years ago
- Python Q learning implementations and application examples in wireless networks☆18Updated 7 years ago
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆14Updated 4 years ago
- during-master-degree / M.E-Energy-Efficient-Power-and-Subcarrier-Allocation-for-OFDMA-Systems-with-Value-Function-ApproximaEnergy-Efficient Power and Subcarrier Allocation for OFDMA Systems with Value Function Approximation Approach. EI paper from march to sep…☆10Updated 7 years ago
- The is a research project I am working on :)☆54Updated 10 months ago
- Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events☆12Updated 4 years ago
- ☆17Updated 4 years ago