Khush Agrawal

Junior Year Undergraduate Student

Visvesvaraya National Institute of Technology


My interest lies in Reinforcement Learning, particularly in its application to Robotics. I have worked on Machine Learning for a while now, and have developed an ardent interest in Reinforcement Learning.

In my sophomore year, I started to work under Dr. Shital Chiddarwar in IvLabs and took various challenges that involved the application of Deep Learning and Reinforcement Learning.

Besides research, I enjoy listening to music, playing guitar and spending time in nature.


  • Robotics
  • Reinforcement Learning
  • Deep Learning
  • Embedded Systems


  • B.Tech in Electronics and Communication Engineering, 2017-2021

    Visvesvaraya National Institute of Technology




Experience Transfer

Framework to teach higher-dim student using experiences of a teacher.

RL on Latent Embeddings

Framework to train agent using representation learning.

Basics of Reinforcement Learning

Mentored 5 sophomores for their first project in Reinforcement Learning.

Implementation of RL Algorithms

Implementation of basic reinforcement learning algorithms.

Real Time Digit Classifier

Mentored 9 freshmen for their first project in Machine Learning.

Terra-former Robot

Differential Drive robot for moving objects.

Sign Language Translator

Wearable device to aid speech-impaired people.

2-Dimensional Localization

Algorithm and Hardware for 2-D pose estimation.

Harmonic Motion Analyzer

MATLAB program to analyze motion of a target object.




Ministry of Youth Affairs

Jul 2019 – Aug 2019 Moscow, Russia
Represented India in an eight-day delegation in Russia. The main aim of the delegation was to promote mutual understanding of values and culture and develop international relations. [Certificate] [Pictures]



Jul 2019 – Present VNIT, Nagpur, India
IvLabs is the Robotics and Innovation Society run by the students of VNIT. I head the council responsible for managing the Society and I am involved in the decision-making process of several initiatives during the tenure of the council.



Jul 2018 – Present VNIT, Nagpur, India
Organized Basic Electronics, Circuit and PCB Designing and Micro-Controllers workshops. I am also responsible for promoting Technical culture in my institute. [Pictures]



May 2018 – Jul 2019 VNIT, Nagpur, India
I was actively involved in promoting technical culture in my institute and conducted technical competition for the freshmen. [Pictures]


  • IvLabs, Seminar Hall 41, 4th floor, New Academic Block, VNIT, Nagpur, MH 440010