Packet Routing Simulator for Multi-Agent Reinforcement Learning
☆27Jul 23, 2024Updated last year
Alternatives and similar repositories for PRISMA
Users that are interested in PRISMA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆38Jan 12, 2021Updated 5 years ago
- ☆37Jun 11, 2023Updated 3 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆34Feb 6, 2023Updated 3 years ago
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆15Oct 16, 2022Updated 3 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆22Aug 15, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of routing using multi-agent deep reinforcement learning☆41Mar 25, 2022Updated 4 years ago
- Project codes of ns3 and DRL☆15Oct 8, 2020Updated 5 years ago
- Python implementation for Zone Routing Protocol for satellite network☆13Jan 4, 2024Updated 2 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- This algorithm is a dynamic load balancing routing algorithm for GEO/LEO hybrid satellite networks.☆49Jun 21, 2024Updated 2 years ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆35Apr 25, 2024Updated 2 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆16Jan 24, 2025Updated last year
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 years ago
- ☆14Jan 22, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆17Aug 6, 2019Updated 6 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Mar 15, 2022Updated 4 years ago
- Code for DRL-OR-S on TPDS 2023☆24Sep 4, 2023Updated 2 years ago
- DEAL: Distributed Energy-Aware Load Balancing Routing Algorithm for LEO Satellite Network☆17Aug 31, 2021Updated 4 years ago
- The purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆65Dec 25, 2020Updated 5 years ago
- Multi-Agent Deep Reinforcement Learning (MA-DRL) Routing Simulator for satellite networks☆150May 31, 2026Updated last month
- ☆12May 23, 2024Updated 2 years ago
- ☆14Nov 27, 2024Updated last year
- ns3-gym for multi-agent☆43Sep 4, 2025Updated 10 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Codebase for "How Resilient Are They? Robustness Analysis of LEO Satellite Routing" paper☆17Jan 31, 2026Updated 5 months ago
- Need i say more? GNN-DRL routing inspired by https://ieeexplore.ieee.org/document/9680855 and built from work done here https://github.co…☆37Dec 1, 2024Updated last year
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆162Sep 1, 2022Updated 3 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆71Nov 27, 2024Updated last year
- TCP congestion control using ns3-gym setup for DQN reinforcement learning.☆33Oct 11, 2022Updated 3 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆63Aug 1, 2021Updated 4 years ago
- ☆19Jun 16, 2021Updated 5 years ago
- Simulator that uses machine learning and deep learning algorithms to predict the best route for a satellite to take in order to avoid spa…☆20Dec 22, 2024Updated last year
- 卫星网络TSN业务路由设计与实现 中的近似算法LCP实现☆21Jun 22, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The current generation of LEO constellations assumes that each LEO satellite covers a ground area regardless of the number of end users o…☆44Jul 26, 2020Updated 5 years ago
- Exploration of Deep Reinforcement Learning algorithms and their applications in network packet routing☆18May 27, 2019Updated 7 years ago
- satellite routing☆17Mar 1, 2020Updated 6 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- Trust management model in IoT☆15Oct 11, 2021Updated 4 years ago
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆315Oct 17, 2022Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆30May 30, 2024Updated 2 years ago