xiaoliangchenUCD / DeepRMSALinks
For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
☆60Updated 5 years ago
Alternatives and similar repositories for DeepRMSA
Users that are interested in DeepRMSA are comparing it to the libraries listed below
Sorting:
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆29Updated 2 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆38Updated 5 months ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆77Updated 5 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- ☆35Updated 2 years ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆34Updated 5 months ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆74Updated 2 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆32Updated 5 months ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆37Updated 4 years ago
- NFV simulation experiment to deploy service function chains☆25Updated 7 years ago
- Virne is a simulator & benchmark for resource allocation (RA) problems in network function virtualization (NFV), i.e., NFV-RA, including …☆138Updated 2 months ago
- Code for DRL-OR-S on TPDS 2023☆23Updated 2 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 5 years ago
- ☆14Updated last year
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆139Updated 4 months ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆36Updated 6 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆64Updated 11 months ago
- ☆39Updated 4 years ago
- scalable vnf placement algorithm （laboratory research）☆27Updated 3 years ago
- ☆33Updated 5 years ago
- ns3-gym for multi-agent☆43Updated 2 months ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆66Updated 3 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆37Updated 3 years ago
- Project codes of ns3 and DRL☆15Updated 5 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆138Updated 3 years ago
- ☆243Updated 2 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆56Updated 11 months ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆14Updated 9 months ago
- a general network function virtualization resource allocation simulation platform☆23Updated 3 years ago