Optical-Networks-Group / rsa-rl
Open Source Reinforcement Learning Framework for Routing and Spectrum Assignment
☆9Updated 3 years ago
Alternatives and similar repositories for rsa-rl:
Users that are interested in rsa-rl are comparing it to the libraries listed below
- For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic…☆58Updated 4 years 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
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆32Updated 2 months ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆70Updated last year
- ☆27Updated last year
- Project codes of ns3 and DRL☆12Updated 4 years ago
- Code for DRL-OR-S on TPDS 2023☆21Updated last year
- ☆11Updated 5 months ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆68Updated 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…☆32Updated 4 years ago
- SDN traffic matrix prediction with LSTM☆12Updated 3 years ago
- Load balancing based on reinforcement learning.☆10Updated 4 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆18Updated 7 months ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆13Updated last year
- Implementation of routing using multi-agent deep reinforcement learning☆33Updated 2 years ago
- Set of reinforcement learning environments for optical networks☆60Updated 11 months ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆57Updated 3 months ago
- DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning☆27Updated last year
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆60Updated 2 years ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆33Updated 6 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆11Updated 5 years ago
- A declarative prototype to solve the VNF placement in Cloud-Edge scenarios.☆11Updated 3 years ago
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 4 years ago
- ☆29Updated 4 years ago
- ☆15Updated 3 years ago
- ☆16Updated 5 months ago
- ☆10Updated last year
- ☆38Updated 3 years ago