nickmagginas / 4th_Year_Project_FINAL
Exploration of Deep Reinforcement Learning algorithms and their applications in network packet routing
☆12Updated 5 years ago
Alternatives and similar repositories for 4th_Year_Project_FINAL:
Users that are interested in 4th_Year_Project_FINAL are comparing it to the libraries listed below
- A mobile robot network routing protocol based on multi-agent reinforcement learning.☆13Updated 3 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆34Updated 3 years ago
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 4 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆10Updated 4 months ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆28Updated 2 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆58Updated 4 months ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆18Updated 8 months ago
- ☆29Updated last year
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆25Updated 3 years ago
- Project codes of ns3 and DRL☆12Updated 4 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆19Updated 4 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆71Updated 4 years ago
- RL code accompanying our submission title "Adaptive Routing with Guaranteed Delay Bounds using Safe Reinforcement Learning"☆8Updated 5 years ago
- Load balancing based on reinforcement learning.☆10Updated 4 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆14Updated last year
- ☆11Updated last year
- 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…☆56Updated 4 years ago
- zamaniali1995 / A-Novel-Approach-for-Service-Function-Chain-SFC-Mapping-with-Multiple-SFC-instances-paperThis code simulate effect of using edge computing for NFV.☆11Updated 5 years ago
- ☆15Updated 3 years ago
- Need i say more? GNN-DRL routing inspired by https://ieeexplore.ieee.org/document/9680855 and built from work done here https://github.co…☆16Updated 3 months ago
- Reinforced Learning for NS3 in Cognitive Radio spectrum selection☆11Updated 3 years ago
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆14Updated last year
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 3 years ago
- Repository for the ns3 implementation of enhanced Q-routing with QoS☆19Updated 4 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- Optimized route discovery for AODV routing algorithm using K-Means clustering☆42Updated 2 years ago
- OMNeT++ project about routing protocols under wireless mesh networks. Presents main brand new ACO based routing protocol AntWMNet, and A…☆22Updated 9 years ago
- A routing algorithm based on QLearning☆16Updated 4 years ago
- ☆11Updated 5 months ago
- ns3-gym for multi-agent☆36Updated 5 months ago