Ajay Kumar Tanwani

 

About Me

mypic

Ajay Kumar Tanwani
Postdoctoral scholar,
University of California, Berkeley

Ph.D. in CS, EPFL | MS in Robotics, EMARO | Intern, Google X
Email: ajay.tanwani at berkeley.edu, aktanwani at gmail.com


Research Interests

I work on imitation and representation learning, robot grasping, and their large scale adoption with Fog and Cloud Robotics, in collaboration with Ken Goldberg. My interests broadly revolve around developing machine learning techniques for solving real-world problems. The main scientific subjects I investigate include:

  • Machine Learning
  • Mixture Models
  • Reinforcement Learning
  • Deep Learning
  • Subspace Clustering
  • Optimization Techniques


Recent News

  • RILaaS is accepted at IEEE Robotics and Automation Letters 2020. [Coming Soon]

  • Two papers on robot learning have been accepted at ISRR 2019.

  • I gave an invited talk on Generative Models for Robot Learning at UC Merced.

  • Two papers on imitation learning have been accepted at WAFR 2018.

  • I defended my PhD thesis at EPFL. Thanks to all the jury members !

  • I finished my internship at Google X in Mountain View, California, 2017.


Publications