xiaoliangchenUCD / DeepRMSALinks
For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
☆61Updated 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 6 months ago
- ☆36Updated 2 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆80Updated 5 years ago
- ns3-gym for multi-agent☆44Updated 2 months ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆62Updated 3 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- Project codes of ns3 and DRL☆15Updated 5 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆66Updated 3 years ago
- Reinforcement Learning Algorithm for Packet Routing☆12Updated 5 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆75Updated 2 years ago
- Repository for the ns3 implementation of enhanced Q-routing with QoS☆20Updated 5 years ago
- Code for DRL-OR-S on TPDS 2023☆23Updated 2 years ago
- NFV simulation experiment to deploy service function chains☆25Updated 7 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆65Updated last year
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆15Updated last year
- Network slicing gym environment and a model-based RL agent with kernels☆59Updated last year
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆36Updated 6 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆145Updated 3 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆14Updated 10 months ago
- ☆14Updated last year
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆308Updated 3 years ago
- Reinforcement Learning based routing protocol implementation for wireless ad hoc networks.☆46Updated 6 years ago
- ☆40Updated 4 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆38Updated 3 years ago
- scalable vnf placement algorithm (laboratory research)☆27Updated 3 years ago
- ☆35Updated 5 years ago
- sdn routing based on reinforcement learning☆26Updated 10 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Updated 5 years ago
- Virne is a simulator & benchmark for resource allocation (RA) problems in network function virtualization (NFV), i.e., NFV-RA, including …☆140Updated 3 months ago