A study of causal confusion in preference-based reward learning

Jeremy Tien , Jerry Zhi-Yang He , Zackory Erickson , Anca Dragan
Smpte Journal

4
2022
Assisted robust reward design

Jerry Zhi-Yang He , Anca D Dragan
arXiv preprint arXiv:2111.09884

3
2021
Causal confusion and reward misidentification in preference-based reward learning

Jeremy Tien , Jerry Zhi-Yang He , Zackory Erickson , Anca D Dragan
arXiv preprint arXiv:2204.06601

26
2022
Learning representations that enable generalization in assistive tasks

Jerry Zhi-Yang He , Zackory Erickson , Daniel S Brown , Aditi Raghunathan
Conference on Robot Learning 2105 -2114

17
2023
CoS: Enhancing Personalization and Mitigating Bias with Context Steering

Jerry Zhi-Yang He , Sashrika Pandey , Mariah L Schrum , Anca Dragan
arXiv preprint arXiv:2405.01768

2024
Quantifying Assistive Robustness Via the Natural-Adversarial Frontier

Jerry Zhi-Yang He , Daniel S Brown , Zackory Erickson , Anca Dragan
Conference on Robot Learning 1865 -1886

2023
Learning human-robot collaboration from human feedback

Jerry Zhi-Yang He , Akshara Rai , Anca D Dragan

Gibson Env: Real-World Perception for Embodied Agents

Silvio Savarese , Amir Zamir , Jitendra Malik , Fei Xia
arXiv: Artificial Intelligence

534
2018
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera

Iro Armeni , Silvio Savarese , Amir R. Zamir , Jitendra Malik
arXiv: Computer Vision and Pattern Recognition

168
2019