rolyatmax / rota
Routing with reinforcement learning
☆10Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for rota
- AI gym for SD-WAN☆9Updated 5 years ago
- Python Q learning implementations and application examples in wireless networks☆18Updated 7 years ago
- A fork of ns3 LTE module for reinforcement learning experiments☆12Updated 7 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆22Updated last year
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆10Updated 5 years ago
- Web crawler on wikipedia dump using PPO and graph neural networks☆15Updated last year
- This repository is a collection of machine learning models for computer networks.☆25Updated last year
- Virtual Network Embedding algorithms, including code for the paper "Monkey Business: Reinforcement learning meets neighborhood search for…☆14Updated 2 years ago
- An implementation for CVRP problem with A3C+Attention mechanism and GCN☆15Updated 4 years ago
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆57Updated last year
- Simulation Source Code for the paper "Orchestrating Virtualized Network Functions"☆7Updated 5 years ago
- Fully Cooperative Multi-Agent Deep Reinforcement Learning☆24Updated 4 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆30Updated 3 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆17Updated 4 years ago
- A software defined network inside VANETs concepts using Mininet-WiFi, SUMO and Python. We called it SDVANETS.☆13Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆51Updated 2 years ago
- A simple python implementation of stochastic network calculus☆16Updated 3 years ago
- A static DAG scheduling algorithm for heterogeneous systems using Mixed Integer Linear Programming . Implementation of "Optimization Tech…☆16Updated 11 years ago
- A reinforcement learning algorithm for congestion control, together with a realistic Omnet++ network simulation environment☆20Updated last year
- Accompanying code for the 2019 CNSM paper "Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions".☆12Updated 5 years ago
- AI Powered Traffic Signal Control (BTS Global Hackathon)☆14Updated 5 years ago
- BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.☆12Updated 9 months ago
- Modular Multi-Objective Reinforcement Learning with Decision Values☆23Updated last year
- ☆28Updated 4 years ago
- Implementation of basic reinforcement learning algorithms (Q-learning, SARSA, Policy iteration and Value Iteration) on benchmark RL MDPs …☆36Updated 8 years ago
- User-perceived latency is important for the quality of experience (QoE) of wide-area real-time communications (RTC). This paper explores …☆11Updated 5 months ago
- This repository contains datasets for network modeling simulated with OMNet++☆80Updated 11 months ago
- a q-learning algorithms on packet routing.☆13Updated 5 years ago
- System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning☆15Updated 2 years ago
- ☆87Updated last year