Stars
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Sionna: An Open-Source Library for Research on Communication Systems
Official repository for Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation
[IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation", accepted by IJCAI 2024.
This is the code for paper "Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach"
Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcement Learning"
[ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", accepted by ICC 2021.
The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framework, Survey, and Challenges. This code is developed based on…
A curated list of graph reinforcement learning papers.
Official Repo of NeurIPS '21: "Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection"
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Pytorch codes for "An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation" in IEEE Journal of Selected Topics in Signal Processing (JSTSP), Jul. 2023.
The codes for the paper Human-Blockage-Model-for-Indoor-Terahertz-Band-Communication
Simulator for resource-aware distributed Transformer inference
Deep Reinforcement Learning Optimization for Active RIS
Apply Benders decomposition for AoI and energy aware UAV path planning problem
IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces
Matlab codes for paper 'K. -H. Ngo, N. T. Nguyen, T. Q. Dinh, T. -M. Hoang and M. Juntti, "Low-Latency and Secure Computation Offloading Assisted by Hybrid % Relay-Reflecting Intelligent Surface," …
RIC-O: Efficient placement of a disaggregated and distributed RAN Intelligent Controller with dynamic clustering of radio nodes
Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing
Deep-GRAIL: Deep Deterministic Policy Gradient with Imitation Learning
RSMA relies on linearly precoded rate-splitting with SIC to decode part of the interference and treat the remaining part of the interference as noise.
This is the code for the paper "Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO"