MilesCranmer / gnn_resource_allocationLinks
Code for our paper on doing resource allocation with graph neural networks
☆32Updated 4 years ago
Alternatives and similar repositories for gnn_resource_allocation
Users that are interested in gnn_resource_allocation are comparing it to the libraries listed below
Sorting:
- Link Scheduling using Graph Neural Networks, IEEE TWC☆35Updated last year
- Web crawler on wikipedia dump using PPO and graph neural networks☆18Updated 2 years ago
- An implementation for CVRP problem with A3C+Attention mechanism and GCN☆17Updated 5 years ago
- ☆22Updated last year
- This repository is a collection of machine learning models for computer networks.☆27Updated 2 years ago
- ☆22Updated 3 years ago
- ☆43Updated 2 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆13Updated 4 years ago
- Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning☆64Updated last year
- Framework for fast prototyping of Graph Neural Networks☆56Updated last year
- Reinforcement Learning tool for Network Slice Placement problems☆27Updated last year
- ☆239Updated 2 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- meta-MADDPG (Python implementation)☆18Updated 6 years ago
- Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)☆39Updated 6 years ago
- Multiagent deep reinforcement learning research project☆28Updated last year
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆25Updated last year
- An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.☆131Updated 7 months ago
- PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…☆71Updated 5 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆36Updated 4 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆31Updated 2 years ago
- Dynamic channel allocation in cellular networks by reinforcement learning☆17Updated 3 years ago
- [CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments☆14Updated 3 years ago
- qmix☆22Updated 5 years ago
- This open source library is available to summarize several years of research papers on graph reinforcement learning for the convenience o…☆20Updated 3 years ago
- This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G …☆31Updated 8 months ago
- ☆92Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆55Updated 2 years ago
- Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"☆58Updated 5 years ago
- Python Q learning implementations and application examples in wireless networks☆18Updated 8 years ago