debnathr
Research Interests: Time-Sensitive Networking , 5G || Currently working on IEEE 802.1 standards, AI and ML-based optimization, heuristics, and genetic algorithm
Technical University of MunichMunich
Pinned Repositories
a-deep-rl-approach-for-sdn-routing-optimization
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
coursera
List of courses taken at Coursera and the solutions of the different courses.
DRL-GNN-PPO
PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case"
End-to-end-DRL-for-FJSP
This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'
GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
p4-learning
Compilation of P4 exercises, examples, documentation, slides for learning or teaching
PHD-Template
Collection of LaTeX resources and examples.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
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
TSN_5G_integration
Code designed for MSc. Telecommunications Engineering Final Project
debnathr's Repositories
debnathr/javascript-info
javascript.info sample codes
debnathr/independent-publisher
A beautiful reader-focused WordPress theme, for you.
debnathr/Image-Processing
image processing using matlab
debnathr/MATLAB
Matlab Exercise
debnathr/neta_v1
NETA - NETwork Attacks framework for OMNET++ - v1.0
debnathr/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
debnathr/JavaScript-Exercise
JavaScript Tutorials Point Exercise
debnathr/Upload-File-App
Upload text, image, video and pdf file using multer and nodejs
debnathr/MEAN
MEAN Stack Application POC
debnathr/nodeschool-workshops
debnathr/expressworks
debnathr/Closure-Workshop
debnathr/Javascripting
debnathr/Spoon-Knife
This repo is for demonstration purposes only.
debnathr/linux
Linux kernel source tree