xiaoliangchenUCD / DeepRMSALinks
For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
☆62Updated 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…☆30Updated 2 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆37Updated 7 months ago
- ☆37Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆61Updated 3 years ago
- ☆41Updated 4 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆67Updated 3 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆75Updated 2 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆80Updated 5 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 7 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆67Updated last year
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆38Updated 4 years ago
- ns3-gym for multi-agent☆44Updated 3 months ago
- ☆36Updated 5 years ago
- NFV simulation experiment to deploy service function chains☆25Updated 7 years ago
- Project codes of ns3 and DRL☆15Updated 5 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆60Updated last year
- Reinforcement Learning Algorithm for Packet Routing☆12Updated 5 years ago
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆140Updated 6 months ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆35Updated 7 months ago
- Code for DRL-OR-S on TPDS 2023☆23Updated 2 years ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆36Updated 6 years ago
- Load balancing based on reinforcement learning.☆11Updated 5 years ago
- ☆14Updated last year
- Repository for the ns3 implementation of enhanced Q-routing with QoS☆20Updated 5 years ago
- sdn routing based on reinforcement learning☆26Updated 10 years ago
- Reinforcement Learning based routing protocol implementation for wireless ad hoc networks.☆46Updated 6 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆38Updated 3 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Updated 3 years ago
- Virne is a simulator & benchmark for resource allocation (RA) problems in network function virtualization (NFV), i.e., NFV-RA, including …☆143Updated 4 months ago
- scalable vnf placement algorithm (laboratory research)☆27Updated 4 years ago