Sapana Chaudhary. (2018). “On Learning Smooth Policies in Imitation Learning.” Indian Institute of Technology Madras, Chennai, India.
- Sapana Chaudhary, Akshat Dave, Balaraman Ravindran. (2018)
SILC: Smoother Imitation with Lipschitz Costs.Poster at: the Deep Reinforcement Learning Symposium, NIPS, Dec 2017; the 1st Workshop on Goal Specification in Reinforcement Learning, ICML, July 2018.
Smooth Costs Result in Smooth Policies.Poster at RBC-DSAI First and Second Workshop on Recent Progress in Data Science and AI, IIT Madras, November 2017 and April 2018.
Natural Gradient Descent for Neural Networks.
RISE Lab Talk, IIT Madras, Fall 2016.
Optimization for Neural Networks.
Deep Learning study group, RISE Lab, IIT Madras, Summer 2016.
An Intelligent System for Making Hospital Announcements for Emergency.
Project presentation at impressIT - Proof of Concept IT Solution, SAP Labs, Bangalore, Oct 2013.