I'm a second-year computer science Ph.D. student at the Berkeley Artificial Intelligence Research Lab
, where I have the privilege of being co-advised by Sergey Levine
and Anca Dragan
I work on machine learning algorithms for augmenting human control in domains like robotics and education.
My research statement
Siddharth Reddy, Anca D. Dragan, Sergey Levine, Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior
, Neural Information Processing Systems, 2018.
Siddharth Reddy, Anca D. Dragan, Sergey Levine, Shared Autonomy via Deep Reinforcement Learning
, Robotics: Science and Systems, 2018.
Siddharth Reddy, Igor Labutov, Siddhartha Banerjee, Thorsten Joachims, Unbounded Human Learning: Optimal Scheduling for Spaced Repetition
, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016.