cnktran / Reinforcement-Learning-Approach-to-Packet-Routing-on-a-Dynamic-Network
Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning
☆66Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Reinforcement-Learning-Approach-to-Packet-Routing-on-a-Dynamic-Network
- Implementation of routing using multi-agent deep reinforcement learning☆26Updated 2 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆48Updated 2 years ago
- Project codes of ns3 and DRL☆12Updated 4 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆13Updated 3 months 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…☆52Updated 3 years ago
- Exploration of Deep Reinforcement Learning algorithms and their applications in network packet routing☆12Updated 5 years ago
- ☆47Updated 3 years ago
- This algorithm is a dynamic load balancing routing algorithm for GEO/LEO hybrid satellite networks.☆16Updated 5 months ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆23Updated 2 years ago
- ☆15Updated 2 years ago
- This is the source code of the paper titled "QMR: Q-learning based Multi-objective optimization Routing protocol for Flying Ad Hoc Networ…☆17Updated 2 years ago
- ns3-gym for multi-agent☆29Updated 3 weeks ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆23Updated last year
- ☆25Updated last year
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆30Updated last year
- DEAL: Distributed Energy-Aware Load Balancing Routing Algorithm for LEO Satellite Network☆9Updated 3 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆56Updated 2 years ago
- Repository for the ns3 implementation of enhanced Q-routing with QoS☆17Updated 4 years ago
- Virtual Network Embedding Environment for Reinforcement Learning written in python☆18Updated 2 years ago
- Load balancing based on reinforcement learning.☆10Updated 4 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆21Updated 5 years ago
- ☆37Updated 3 years ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆31Updated 2 months ago
- Multi objective optimization-based routing algorithm for SDN networks☆17Updated 4 years ago
- NFV simulation experiment to deploy service function chains☆23Updated 6 years ago
- ☆15Updated 3 years ago
- DQN based Handover Optimization for LEO Satellites in NTN☆25Updated last year
- Greedy Perimeter Stateless Routing (GPSR) implement on NS3 platform☆18Updated 7 years ago
- ☆14Updated 2 years ago