kien-vu / DRL-wireless-networks

Related projects: ⓘ

• Kiven-ykw / DHDRL
  Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation
  ☆34Updated 7 months ago
• ishfaq06 / Deep-Q-Learning-based-Downlink-Power-Allocation
  A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.
  ☆21Updated 4 years ago
• chikaihsieh / Power-Allocation-and-User-Device-Association-with-Deep-Reinforcement-Learning
  ☆18Updated last year
• demhahero / RIS-in-vehicular-networks-via-DRL
  Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU
  ☆21Updated 3 years ago
• avranasa / DRL_Scheduling_Communications
  Contains the code related to our paper on scheduling and resource allocation in wireless communications.
  ☆27Updated last year
• haohsuan2918 / DQN_RC_DSA_IOT2019
  Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)
  ☆36Updated 3 years ago
• willtop / Scalable_Deep_Reinforcement_Learning_for_Routing_and_Spectrum_Access_in_Physical_Layer
  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
• starrysealuck / Power-Allocation-of-Energy-Harvesting-Cognitive-Radio-Based-on-Deep-Reinforcement-Learning
  paper code
  ☆10Updated 2 years ago
• seotaijiya / IRAWCS
  Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems
  ☆11Updated 3 years ago
• paulchen2713 / NOMA_DQN
  (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…
  ☆18Updated 2 years ago
• adarshX / Reinforcement-learning-in-Comm-theory
  Project regarding Resource allocation using RL
  ☆21Updated 4 years ago
• xth1314 / Exploiting-Deep-Reinforcement-Learning-for-Edge-Caching-in-Cell-Free-Massive-MIMO-Systems
  ☆13Updated this week
• mengyuan-lee / learn-to-branch-d2d
  ☆10Updated last year
• zhuwenxing / Dual-based-Ultra-Dense-Networks-Optimation
  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 5 years ago
• bmatthiesen / deep-EE-opt
  Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Ne…
  ☆43Updated 5 months ago
• alexis-anzaldo / Deep-Reinforcement-Learning-for-resource-allocation-in-wireless-networks
  ☆21Updated 11 months ago
• GZHU-DVL / tau-epsilon-greedy-RL
  The code for the article "(\tau,\epsilon)-GREEDY REINFORCEMENT LEARNING FOR ANTI-JAMMING WIRELESS COMMUNICATIONS"
  ☆24Updated 4 years ago
• nessry / ON-OFF-DRL
  Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network
  ☆25Updated 2 years ago
• roamiri / proximity
  A Machine Learning Approach for Power Allocation in HetNets Considering QoS
  ☆28Updated 4 years ago
• nikhil-feb / Q-Learning-Based-Power-Control-Algorithm-for-D2D-Communication
  D2D communication as a multi-agents system, and power control is achieved by maximizing system capacity while maintaining the requirement…
  ☆33Updated 5 years ago
• Yifan-Gu-SZU / GNN-aggregation-over-the-air
  ☆24Updated 7 months ago
• Haoran-S / DeepMIMO
  Use DeepMIMO dataset to generate samples for wireless power allocation
  ☆10Updated 3 years ago
• depaul2012 / NOMA_with_reinformcement
  Optimizing resource allocation with deep reinforcement learning
  ☆32Updated 4 years ago
• zhangxiaochen95 / hignn
  Code implementation for the paper ``Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks''.
  ☆18Updated 2 years ago
• yanzhenliu97 / Latency-Minimization-in-Intelligent-Reflecting-Surface-Assisted-D2D-Offloading-Systems
  ☆13Updated 2 years ago
• danieltsai0 / Cooperative-Multi-Agent-Reinforcement-Learning-for-Low-Level-Wireless-Communication
  Spring 2017 Deep Reinforcement Learning Final Project
  ☆30Updated 7 years ago
• Zakir1971 / Deep-Reinforcement-Learning-Python
  Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks
  ☆25Updated 2 years ago
• qiongwu86 / RIS-RB-AoI-V2X-DRL
  ☆10Updated 3 months ago
• Hade-venus / The-Proportional-Fair-Scheduling-Algorithm-for-LTE-resource-allocation
  According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…
  ☆22Updated 2 years ago
• Baoshan-Lu / code-dqn-cchn
  Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method
  ☆21Updated 5 years ago