giacomoni / raynet
☆10Updated 9 months ago
Alternatives and similar repositories for raynet:
Users that are interested in raynet are comparing it to the libraries listed below
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆32Updated 4 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆53Updated 2 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆15Updated last year
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆11Updated 2 years ago
- ☆29Updated 4 years ago
- Reinforcement Learning based TCP congestion control☆46Updated 4 years ago
- ☆16Updated 4 months ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆53Updated 3 years ago
- ns3-gym for multi-agent☆33Updated 4 months ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆27Updated 2 years ago
- ☆51Updated 4 years ago
- DASH meets ns3-gym, an inclusive discrete environment to test ML for video streaming.☆23Updated 3 years ago
- Load balancing based on reinforcement learning.☆10Updated 4 years ago
- ☆90Updated last year
- AI gym for SD-WAN☆10Updated 5 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆11Updated 5 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆10Updated last month
- TCP congestion control using ns3-gym setup for DQN reinforcement learning.☆25Updated 2 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆60Updated 2 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆18Updated 7 months ago
- A platform to test reinforcement learning policies in the datacenter setting.☆67Updated last year
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- Code for DRL-OR-S on TPDS 2023☆21Updated last year
- Reinforcement Learning tool for Network Slice Placement problems☆21Updated 10 months ago
- A reinforcement learning algorithm for congestion control, together with a realistic Omnet++ network simulation environment☆23Updated last year
- ☆23Updated 2 years ago
- Project codes of ns3 and DRL☆12Updated 4 years ago
- ☆27Updated last year
- A list of our publications.☆52Updated 5 years ago
- Accompanying code for the 2019 CNSM paper "Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions".☆12Updated 5 years ago