knowledgedefinednetworking / a-deep-rl-approach-for-sdn-routing-optimization
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
☆289Updated 2 years ago
Alternatives and similar repositories for a-deep-rl-approach-for-sdn-routing-optimization:
Users that are interested in a-deep-rl-approach-for-sdn-routing-optimization are comparing it to the libraries listed below
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆53Updated last month
- ☆51Updated 4 years ago
- Reproduce the Simulation for Software Defined Network(SDN) based on Omnetpp-5.4.1 and Reinforcement Learning Algorithm in paper "QoS-Awar…☆46Updated 2 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆68Updated 4 years ago
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆123Updated 6 months ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆70Updated last year
- sdn routing based on reinforcement learning☆25Updated 9 years ago
- For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic…☆57Updated 4 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆58Updated 2 years ago
- TareqTayeh / AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-LearningThe purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆54Updated 4 years ago
- ns3-gym for multi-agent☆33Updated 2 months ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆52Updated 3 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- Virne is a simulator for resource allocation problems in network virtualization, mainly for virtual network embedding (VNE). It also is a…☆109Updated 2 weeks ago
- ☆38Updated 3 years ago
- final project for cpe 400, implemented a q-learning and SARSA routing protocol for a network simulator☆48Updated 7 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆32Updated 2 weeks ago
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 4 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆11Updated last year
- RL code accompanying our submission title "Adaptive Routing with Guaranteed Delay Bounds using Safe Reinforcement Learning"☆8Updated 5 years ago
- ☆16Updated 6 years ago
- ☆20Updated 4 years ago
- Framework App driven☆9Updated 3 years ago
- Project codes of ns3 and DRL☆12Updated 4 years ago
- ☆12Updated 2 years ago
- Tensorflow Implementation of SFC-DQN☆14Updated 6 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆58Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆53Updated 2 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆26Updated last year
- TCP congestion control using ns3-gym setup for DQN reinforcement learning.☆23Updated 2 years ago