Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks
☆33Nov 21, 2021Updated 4 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-Python
Users that are interested in Deep-Reinforcement-Learning-Python are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆117Mar 5, 2022Updated 4 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆63Feb 13, 2023Updated 3 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Jan 22, 2022Updated 4 years ago
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆11Dec 3, 2020Updated 5 years ago
- ☆49Oct 9, 2023Updated 2 years ago
- ☆11Apr 21, 2021Updated 4 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆78Jul 9, 2020Updated 5 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆63May 29, 2020Updated 5 years ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆22Sep 2, 2023Updated 2 years ago
- RL-Wireless: Reinforcement learning-based resource allocation in wireless networks☆55Oct 26, 2024Updated last year
- Convolutional Neural Network Based Optimization Approach for Wireless Resource Management☆10Apr 7, 2021Updated 4 years ago
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆38May 17, 2020Updated 5 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆63Mar 19, 2021Updated 5 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆46Jul 7, 2022Updated 3 years ago
- Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing☆14Apr 9, 2024Updated last year
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆46Oct 28, 2024Updated last year
- Game Theory Based Distributed Resource Allocation in Communication Networks☆28Nov 29, 2020Updated 5 years ago
- ☆21May 7, 2021Updated 4 years ago
- RAN场景建模☆11Dec 3, 2019Updated 6 years ago
- Resource Allocation and Interference Cancellation in D2D Communication☆16Jun 17, 2018Updated 7 years ago
- HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach☆16Jul 13, 2023Updated 2 years ago
- Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing☆11Dec 18, 2022Updated 3 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆32Jan 18, 2021Updated 5 years ago
- ☆23Dec 30, 2022Updated 3 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆264Mar 17, 2022Updated 4 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆58Jul 8, 2025Updated 8 months ago
- Simulator developed for the mobility management of UAV base stations project featuring A3C☆17Mar 3, 2020Updated 6 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Jan 26, 2022Updated 4 years ago
- Optimizing resource allocation with deep reinforcement learning☆42Jun 2, 2020Updated 5 years ago
- A Dynamic Graph-Based Scheduling and Interference Coordination Approach in Heterogeneous Cellular Networks中的对偶方法，在与作者（周力，zhouli2035@nudt.…☆21Dec 4, 2018Updated 7 years ago
- Deep Q network-based power allocation for multi-cell massive MIMO cellular network.☆21Dec 17, 2023Updated 2 years ago
- Deep unfolded SCA for power allocation in wireless system☆16Mar 14, 2022Updated 4 years ago
- ☆12Dec 28, 2017Updated 8 years ago
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆33Sep 16, 2022Updated 3 years ago
- Using DDPG agent to control UAV system with energy efficiency☆16Jan 7, 2023Updated 3 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆92Jul 27, 2020Updated 5 years ago
- paper code☆11Jul 25, 2022Updated 3 years ago
- Unmanned Air Vehicles (UAV) Simulator with Machine Learning☆20Jan 28, 2022Updated 4 years ago