Siddharth Reddy

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Sergey LevineUC Berkeley, Physical IntelligenceVerified email at eecs.berkeley.edu
Anca D DraganAssistant Professor at UC Berkeley // Director, AI Safety and Alignment, Google DeepMindVerified email at berkeley.edu
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Igor LabutovCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Siddhartha BanerjeeAssociate Professor, Operations Research, Cornell UniversityVerified email at cornell.edu
Jan LeikeOpenAIVerified email at openai.com
Jensen GaoStanford UniversityVerified email at stanford.edu
Glen BersethAssitant Professor - Université de MontréalVerified email at umontreal.ca
Gokul SwamyPhD Candidate, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Nicholas F HardyUCSFVerified email at ucsf.edu
Nikhilesh NatrajResearch scientist, University of California, San FranciscoVerified email at ucsf.edu
Karunesh GangulyProfessor of Neurology, UCSFVerified email at ucsf.edu

Siddharth Reddy

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Verified email at siddharth.io - Homepage

Machine Learning Human-Computer Interfaces


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards S Reddy, AD Dragan, S Levine arXiv preprint arXiv:1905.11108, 2019	348*	2019
Shared Autonomy via Deep Reinforcement Learning S Reddy, AD Dragan, S Levine https://arxiv.org/abs/1802.01744, 2018	196	2018
Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior S Reddy, AD Dragan, S Levine https://arxiv.org/abs/1805.08010, 2018	126	2018
Learning Human Objectives by Evaluating Hypothetical Behavior S Reddy, AD Dragan, S Levine, S Legg, J Leike arXiv preprint arXiv:1912.05652, 2019	89	2019
Unbounded Human Learning: Optimal Scheduling for Spaced Repetition S Reddy, I Labutov, S Banerjee, T Joachims https://siddharth.io/files/leitnerq.pdf, 2016	84	2016
Accelerating Human Learning with Deep Reinforcement Learning S Reddy, S Levine, A Dragan http://siddharth.io/files/deep-tutor.pdf, 2017	61	2017
Scaled Autonomy: Enabling Human Operators to Control Robot Fleets G Swamy, S Reddy, S Levine, AD Dragan arXiv preprint arXiv:1910.02910, 2019	49	2019
Latent Skill Embedding for Personalized Lesson Sequence Recommendation S Reddy, I Labutov, T Joachims http://arxiv.org/abs/1602.07029, 2016	48*	2016
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization S Reddy, S Levine, AD Dragan arXiv preprint arXiv:2205.12381, 2022	23	2022
ASHA: Assistive Teleoperation via Human-in-the-Loop Reinforcement Learning S Chen, J Gao, S Reddy, G Berseth, AD Dragan, S Levine https://siddharth.io/files/asha.pdf, 2022	22	2022
Pragmatic Image Compression for Human-in-the-Loop Decision-Making S Reddy, AD Dragan, S Levine arXiv preprint arXiv:2108.04219, 2021	15	2021
Assisted Perception: Optimizing Observations to Communicate State S Reddy, S Levine, AD Dragan arXiv preprint arXiv:2008.02840, 2020	15	2020
X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback J Gao, S Reddy, G Berseth, N Hardy, N Natraj, K Ganguly, AD Dragan, ... https://siddharth.io/files/x2t.pdf, 2021	9	2021

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