kien-vu / DRL-wireless-networks
Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events
☆16Updated 4 years ago
Alternatives and similar repositories for DRL-wireless-networks:
Users that are interested in DRL-wireless-networks are comparing it to the libraries listed below
- (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…☆24Updated 2 years ago
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆39Updated 4 months ago
- Source code for the papers "Deep-reinforcement learning for fair distributed dynamic spectrum access in wireless networks" and "Deep‐rein…☆11Updated 2 years ago
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆12Updated 4 years ago
- This is the repository containing the codes for the paper "Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physic…☆11Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆31Updated 3 years ago
- yanzhenliu97 / Latency-Minimization-in-Intelligent-Reflecting-Surface-Assisted-D2D-Offloading-Systems☆14Updated 3 years ago
- ☆18Updated 2 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.…☆21Updated 6 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆17Updated 4 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆33Updated 3 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 3 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆23Updated 5 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆25Updated 4 years ago
- starrysealuck / Power-Allocation-of-Energy-Harvesting-Cognitive-Radio-Based-on-Deep-Reinforcement-Learningpaper code☆10Updated 2 years ago
- Resource Allocation and Interference Cancellation in D2D Communication☆16Updated 6 years ago
- Optimizing resource allocation with deep reinforcement learning☆37Updated 4 years ago
- CNN-Based Resource Allocation for Energy-Efficient D2D Communications☆35Updated 4 years ago
- Codes for reproducing the numerical results reported in: "Control Aspects for Using RIS in Latency-Constrained Mobile Edge Computing" by …☆13Updated last year
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆45Updated last year
- codes for "Cooperative Caching, Rendering and Beamforming for RIS-assisted Wireless Virtual Reality Networks"☆16Updated last year
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆34Updated 4 years ago
- Deep unfolded SCA for power allocation in wireless system☆14Updated 3 years ago
- D3QN framework for distributed resource allocation☆15Updated 8 months ago
- Code for the paper "Age-of-Information-based Scheduling in Multiuser Uplinks with Stochastic Arrivals: A POMDP Approach"☆11Updated last year
- A Machine Learning Approach for Power Allocation in HetNets Considering QoS☆28Updated 5 years ago
- Code for IEEE MLSP 2021 paper titled "Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Sp…☆11Updated 2 years ago
- ☆33Updated last year
- TVT:(1)Joint Subcarrier Assignment with Power Allocation for Sum Rate Maximization of D2D Communications in Wireless Cellular Networks☆24Updated 5 years ago
- Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks☆14Updated 4 years ago