avranasa / DRL_Scheduling_Communications
Contains the code related to our paper on scheduling and resource allocation in wireless communications.
☆38Updated 3 months ago
Alternatives and similar repositories for DRL_Scheduling_Communications:
Users that are interested in DRL_Scheduling_Communications are comparing it to the libraries listed below
- 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☆31Updated 3 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆41Updated last year
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆32Updated 4 years ago
- ☆31Updated last year
- Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks☆13Updated 4 years ago
- This is a repository for my Diploma Thesis on Wireless Communications at Aristotle University of Thessaloniki☆27Updated 2 years ago
- ☆18Updated last year
- 20220427-use DQN and DDPG to allocation the NOMA resource☆54Updated 2 years ago
- RL-Wireless: Reinforcement learning-based resource allocation in wireless networks☆27Updated 3 months ago
- ☆18Updated 2 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆24Updated 4 years ago
- Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events☆16Updated 4 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆59Updated 4 years ago
- Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning☆37Updated 3 years ago
- DQN for 5G RAN Slicing☆13Updated 3 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆16Updated 4 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆51Updated 3 years ago
- Optimizing resource allocation with deep reinforcement learning☆37Updated 4 years ago
- D3QN framework for distributed resource allocation☆15Updated 7 months ago
- ICC 2022 submit paper code☆26Updated last year
- ☆25Updated last year
- Resource allocation in V2X☆27Updated 3 years ago
- ☆32Updated 2 years ago
- starrysealuck / Power-Allocation-of-Energy-Harvesting-Cognitive-Radio-Based-on-Deep-Reinforcement-Learningpaper code☆10Updated 2 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆23Updated 4 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆68Updated 4 years ago
- The simulation of paper: Joint Cooperation Clustering and Content Caching in Cell-Free Massive MIMO Networks☆35Updated 2 years ago
- (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…☆24Updated 2 years ago