My research goals are to be disconnected from technology and the internet – attending film festivals, drinking wine at a beach somewhere warm while reading interesting books, and enjoying the company of good friends. Please talk to me about movies, long-distance running, world events, Georgist socio-economic policy, or literally anything that is not focused on tech.


“Beware of Nitarshan in general… He asks thought-provoking questions that will make you rethink your whole research agenda”

“Quite fun and interesting. Those are his parameters.”

“Nitarshan’s wardrobe is definitely proof of discerning consumption”

“You live an interesting life based on the alcohol selection you left in my fridge.”

Underpaid Labour

GitHub | Google Scholar | Semantic Scholar | OpenReview

Something Fun!
Under Review
Nitarshan Rajkumar, Raymond Li, Dzmitry Bahdanau

Self-Supervision for Data Interpretability and Data Efficiency in Reinforcement Learning
MSc Thesis
Nitarshan Rajkumar

Pretraining Representations for Data-Efficient Reinforcement Learning
arXiv Code NeurIPS 2021 ICLR 2021 Workshop (SSL-RL) (Rejected from ICML 2021)
Max Schwarzer, Nitarshan Rajkumar, Michael Noukhovitch, Ankesh Anand, Laurent Charlin, Devon Hjelm, Phil Bachman, Aaron Courville

In Search of Robust Measures of Generalization
arXiv Code NeurIPS 2020
Karolina Dziugaite, Alex Drouin, Brady Neal, Nitarshan Rajkumar, Ethan Caballero, Linbo Wang, Ioannis Mitliagkas, Dan Roy

Unpaid Labour

Weight Uncertainty in Neural Networks