Aravind Srinivas

Aravind Srinivas on his work including CPC v2, RAD, CURL, and SUNRISE, unsupervised learning, teaching a Berkeley course, and more!

Aravind Srinivas is a 3rd year PhD student at UC Berkeley advised by Prof. Abbeel. 
He co-created and co-taught a grad course on Deep Unsupervised Learning at Berkeley. 


Featured References 

Data-Efficient Image Recognition with Contrastive Predictive Coding 
Olivier J. Hénaff, Aravind Srinivas, Jeffrey De Fauw, Ali Razavi, Carl Doersch, S. M. Ali Eslami, Aaron van den Oord 

Contrastive Unsupervised Representations for Reinforcement Learning 
Aravind Srinivas, Michael Laskin, Pieter Abbeel 

Reinforcement Learning with Augmented Data 
Michael Laskin, Kimin Lee, Adam Stooke, Lerrel Pinto, Pieter Abbeel, Aravind Srinivas 

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning 
Kimin Lee, Michael Laskin, Aravind Srinivas, Pieter Abbeel 


Additional References 


© 2021 Robin Ranjit Singh Chauhan