Publications


High-Dimensional Control Using Generalized Auxiliary Tasks.
(Under Review) arXiv preprint arXiv:1909.11939, 2019.

Paper


Samples Are Useful? Not Always: denoising policy gradient updates using variance explained.
(Under Review) arXiv preprint arXiv:1904.04025, 2019.

Paper


MERL: Multi-Head Reinforcement Learning.
Deep Reinforcement Learning Workshop (NeurIPS), 2019.

Paper


Hearables in Hearing Care: Discovering Usage Patterns Through IoT Devices.
International Conference on Universal Access in Human-Computer Interaction, 2017.

Paper

Invited Talks

Deep Reinforcement Learning at Scale
April, 2019
QA and Deep Learning for Language Understanding
November, 2017