Sotabase

Career

· Senior Staff Scientist/Manager, Google2022–
· Senior Research Scientist, Amazon2020–2022
· Chief Scientist and SVP, Conversica
· Bachelor of Technology, Honors Computer Science and Engineering, Indian Institute of Technology, Kharagpur
· Lead Researcher, Jade Falcon IT
· Lead Researcher, Lnx Research
· Director, Mayo Clinic
· Principal Applied Scientist, Microsoft
· Assistant Professor / Adjunct Professor, Northwestern University
· PhD Student, UC Berkeley
· Former Lecturer, UC Berkeley School of Information
· Guest Faculty, University of California at Berkeley

Publications (25)

SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards
International Conference on Learning Representations · 2019
294
cited
Robotics: Science and Systems · 2018
201
cited
International Conference on Machine Learning · 2019
79
cited
62
cited
Accelerating Human Learning with Deep Reinforcement Learning
2017
50
cited
Building Assistive Sensorimotor Interfaces through Human-in-the-Loop Machine Learning
2022
44
cited
IEEE International Conference on Robotics and Automation · 2019
44
cited
IEEE International Conference on Robotics and Automation · 2022
19
cited
Neural Information Processing Systems · 2021
14
cited
International Conference on Learning Representations · 2022
10
cited
Learning Representations of Student Knowledge and Educational Content
2015
4
cited
ACM Conference on Learning @ Scale · 2016
2
cited
What Would pi* Do?: Imitation Learning via Off-Policy Reinforcement Learning
2018
2
cited
IEEE/RJS International Conference on Intelligent RObots and Systems · 2023
1
cited
Sotabase
Siddharth Reddy | Researcher Profile | Sotabase | Sotabase