debnathr

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/a-deep-rl-approach-for-sdn-routing-optimization

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

debnathr/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"

debnathr/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'

debnathr/GNN-Communication-Networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

debnathr/p4-learning

Compilation of P4 exercises, examples, documentation, slides for learning or teaching

debnathr/PHD-Template

Collection of LaTeX resources and examples.

debnathr/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

debnathr/TSN_5G_integration

Code designed for MSc. Telecommunications Engineering Final Project

debnathr/AuNa

Autonomous Navigation Framework

debnathr/awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

debnathr/can-for-omnet

debnathr/ConfList

Conference List with Deadlines

debnathr/CQF-based_TSN

The CQF-based TSN simulator and DRL scheduler

debnathr/CTS-Sim

debnathr/dds-tsn

Example project of DDS-TSN integration

debnathr/DRL_Scheduling_Communications

Contains the code related to our paper on scheduling and resource allocation in wireless communications.

debnathr/inet

INET Framework for the OMNeT++ discrete event simulator

debnathr/IoT2020Course

debnathr/iotg_tsn_ref_sw

IOTG Time-Sensitive Networking Reference Software

debnathr/omnet_htb

debnathr/p4pi

P4 on Raspberry Pi for Networking Education

debnathr/realtime-embedded-conferences

Conference deadline tracking on real-time systems / embedded systems / design automation and robotics.

debnathr/RealtimeHAT

Documentation and source for InnoRoutes Raspberry TSN addon HAT

debnathr/RTCSA-Paper-TestCase

debnathr/rubi-debnath.github.io

debnathr/TSN-Testbench

A real time traffic simulation.

debnathr/tsnkit

A scheduling and benchmark toolkit for Time-Sensitive Networking in Python

debnathr/tum-dissertation-latex

Latex template for a TUM dissertation/PhD thesis

debnathr/V2IV2Nsim

5G-Sim-V2I/N

debnathr/web3knowledge

A collection of links, research papers, tools, researchers, events, ... every web3 follower should know.