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RSS 2023

112 papers

Structured World Models from Human Videos

Russell Mendonca, Shikhar Bahl, Deepak Pathak

Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets

Maximilian Du, Suraj Nair, Dorsa Sadigh, Chelsea Finn

GenAug: Retargeting behaviors to unseen situations via Generative Augmentation

Qiuyu Chen, Shosuke C Kiami, Abhishek Gupta, Vikash Kumar

Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations

Siddhant Haldar, Jyothish Pari, Anant Rai, Lerrel Pinto

Robotic Table Tennis: A Case Study into a High Speed Learning System

David B D'Ambrosio, Navdeep Jaitly, Vikas Sindhwani, Ken Oslund, Peng Xu

Robot Learning on the Job: Human-in-the-Loop Autonomy and Learning During Deployment

Huihan Liu, Soroush Nasiriany, Lance Zhang, Zhiyao Bao, Yuke Zhu

Investigating the Impact of Experience on a User's Ability to Perform Hierarchical Abstraction

Nina M Moorman, Nakul Gopalan, Aman Singh, Erin Botti, Mariah Schrum

Autonomous Justification for Enabling Explainable Decision Support in Human-Robot Teaming

Matthew Luebbers, Aaquib Tabrez, Kyler Ruvane, Bradley Hayes

Follow my Advice: Assume-Guarantee Approach to Task Planning with Human in the Loop

Georg Schuppe, Ilaria Torre, Iolanda Leite, Jana Tumova