avranasa / DRL_Scheduling_Communications
Contains the code related to our paper on scheduling and resource allocation in wireless communications.
☆30Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for DRL_Scheduling_Communications
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆28Updated 3 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆29Updated 2 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆36Updated 10 months ago
- ☆18Updated last year
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆31Updated 4 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆49Updated last year
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆58Updated 4 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆22Updated 3 years ago
- DQN for 5G RAN Slicing☆13Updated 3 years ago
- RL-Wireless: Reinforcement learning-based resource allocation in wireless networks☆17Updated 3 weeks ago
- Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks☆12Updated 4 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
- ☆24Updated last year
- A Machine Learning Approach for Power Allocation in HetNets Considering QoS☆28Updated 5 years ago
- Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method☆22Updated 5 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆49Updated 3 years ago
- D3QN framework for distributed resource allocation☆14Updated 4 months ago
- Resource allocation in V2X☆26Updated 3 years ago
- ☆15Updated 2 years ago
- Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"☆23Updated 5 years ago
- starrysealuck / Power-Allocation-of-Energy-Harvesting-Cognitive-Radio-Based-on-Deep-Reinforcement-Learningpaper code☆10Updated 2 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆73Updated 4 years ago
- Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning☆37Updated 3 years ago
- This is a repository for my Diploma Thesis on Wireless Communications at Aristotle University of Thessaloniki☆23Updated 2 years ago
- Optimizing resource allocation with deep reinforcement learning☆33Updated 4 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆21Updated 4 years ago
- ☆29Updated 2 years ago
- A general framework for NOMA-MEC offloading☆50Updated 3 years ago
- ☆16Updated last year