kien-vu / DRL-wireless-networks
Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events
☆15Updated 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
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆12Updated 4 years ago
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆36Updated 2 months ago
- (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…☆24Updated 2 years ago
- ☆18Updated 2 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆23Updated 4 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.…☆20Updated 6 years ago
- Project regarding Resource allocation using RL☆21Updated 4 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆28Updated 3 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆15Updated 3 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆41Updated 11 months ago
- Resource Allocation and Interference Cancellation in D2D Communication☆16Updated 6 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 2 years ago
- yanzhenliu97 / Latency-Minimization-in-Intelligent-Reflecting-Surface-Assisted-D2D-Offloading-Systems☆14Updated 3 years ago
- Deep unfolded SCA for power allocation in wireless system☆14Updated 2 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆24Updated 4 years ago
- starrysealuck / Power-Allocation-of-Energy-Harvesting-Cognitive-Radio-Based-on-Deep-Reinforcement-Learningpaper code☆10Updated 2 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆30Updated 2 years ago
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆32Updated 4 years ago
- Transmit Power Control Using Deep Neural Network for Underlay Device-to-Device Communication☆19Updated 6 years ago
- ☆17Updated 5 years ago
- ☆14Updated 7 months ago
- ☆30Updated last year
- Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation☆17Updated 4 years ago
- A Machine Learning Approach for Power Allocation in HetNets Considering QoS☆28Updated 5 years ago
- Optimizing resource allocation with deep reinforcement learning☆37Updated 4 years ago
- codes for "Cooperative Caching, Rendering and Beamforming for RIS-assisted Wireless Virtual Reality Networks"☆15Updated last year
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆12Updated 2 years ago
- ☆11Updated last year
- YiyangZYY / MARL-based_Joint_Precoding_and_Phase_Shift_Optimization_for_RIS-aided_Cell-Free_Massive_MIMO_Systems☆20Updated 7 months ago
- This is the repository containing the codes for the paper "Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physic…☆10Updated 2 years ago