Siddharth Reddy

28 papers A* 9A 1B 2Misc 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2023	A	`conf`	Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning. IROS Jensen Gao, Siddharth Reddy, Glen Berseth, Anca D. Dragan, Sergey Levine
2023	J	`jnl`	Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning. CoRR Jensen Gao, Siddharth Reddy, Glen Berseth, Anca D. Dragan, Sergey Levine
2022	A*	`conf`	ASHA: Assistive Teleoperation via Human-in-the-Loop Reinforcement Learning. ICRA Sean Chen, Jensen Gao, Siddharth Reddy, Glen Berseth, Anca D. Dragan, Sergey Levine
2022	J	`jnl`	ASHA: Assistive Teleoperation via Human-in-the-Loop Reinforcement Learning. CoRR Sean Chen, Jensen Gao, Siddharth Reddy, Glen Berseth, Anca D. Dragan, Sergey Levine
2022	—	`—`	Building Assistive Sensorimotor Interfaces through Human-in-the-Loop Machine Learning Siddharth Reddy
2022	A*	`conf`	First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization. NeurIPS Siddharth Reddy, Sergey Levine, Anca D. Dragan
2022	J	`jnl`	First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization. CoRR Siddharth Reddy, Sergey Levine, Anca D. Dragan
2022	J	`jnl`	X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback. CoRR Jensen Gao, Siddharth Reddy, Glen Berseth, Nicholas Hardy, Nikhilesh Natraj, Karunesh Ganguly, Anca D. Dragan, Sergey Levine
2021	A*	`conf`	Pragmatic Image Compression for Human-in-the-Loop Decision-Making. NeurIPS Siddharth Reddy, Anca D. Dragan, Sergey Levine
2021	J	`jnl`	Pragmatic Image Compression for Human-in-the-Loop Decision-Making. CoRR Siddharth Reddy, Anca D. Dragan, Sergey Levine
2021	A*	`conf`	X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback. ICLR Jensen Gao, Siddharth Reddy, Glen Berseth, Nicholas Hardy, Nikhilesh Natraj, Karunesh Ganguly, Anca D. Dragan, Sergey Levine
2020	Misc	`conf`	Assisted Perception: Optimizing Observations to Communicate State. CoRL Siddharth Reddy, Sergey Levine, Anca D. Dragan
2020	J	`jnl`	Assisted Perception: Optimizing Observations to Communicate State. CoRR Siddharth Reddy, Sergey Levine, Anca D. Dragan
2020	A*	`conf`	Learning Human Objectives by Evaluating Hypothetical Behavior. ICML Siddharth Reddy, Anca D. Dragan, Sergey Levine, Shane Legg, Jan Leike
2020	A*	`conf`	SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards. ICLR Siddharth Reddy, Anca D. Dragan, Sergey Levine
2020	A*	`conf`	Scaled Autonomy: Enabling Human Operators to Control Robot Fleets. ICRA Gokul Swamy, Siddharth Reddy, Sergey Levine, Anca D. Dragan
2019	J	`jnl`	Learning Human Objectives by Evaluating Hypothetical Behavior. CoRR Siddharth Reddy, Anca D. Dragan, Sergey Levine, Shane Legg, Jan Leike
2019	J	`jnl`	SQIL: Imitation Learning via Regularized Behavioral Cloning. CoRR Siddharth Reddy, Anca D. Dragan, Sergey Levine
2019	J	`jnl`	Scaled Autonomy: Enabling Human Operators to Control Robot Fleets. CoRR Gokul Swamy, Siddharth Reddy, Sergey Levine, Anca D. Dragan
2018	—	`conf`	Shared Autonomy via Deep Reinforcement Learning. Robotics: Science and Systems Siddharth Reddy, Anca D. Dragan, Sergey Levine
2018	J	`jnl`	Shared Autonomy via Deep Reinforcement Learning. CoRR Siddharth Reddy, Sergey Levine, Anca D. Dragan
2018	A*	`conf`	Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior. NeurIPS Siddharth Reddy, Anca D. Dragan, Sergey Levine
2018	J	`jnl`	Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior. CoRR Siddharth Reddy, Anca D. Dragan, Sergey Levine
2016	B	`conf`	A Queueing Network Model for Spaced Repetition. L@S Siddharth Reddy, Igor Labutov, Siddhartha Banerjee
2016	J	`jnl`	Latent Skill Embedding for Personalized Lesson Sequence Recommendation. CoRR Siddharth Reddy, Igor Labutov, Thorsten Joachims
2016	B	`conf`	Learning Student and Content Embeddings for Personalized Lesson Sequence Recommendation. L@S Siddharth Reddy, Igor Labutov, Thorsten Joachims
2016	A*	`conf`	Unbounded Human Learning: Optimal Scheduling for Spaced Repetition. KDD Siddharth Reddy, Igor Labutov, Siddhartha Banerjee, Thorsten Joachims
2016	J	`jnl`	Unbounded Human Learning: Optimal Scheduling for Spaced Repetition. CoRR Siddharth Reddy, Igor Labutov, Siddhartha Banerjee, Thorsten Joachims