Andreea Bobu

Andreea Bobu

University of California, Berkeley

H-index: 10

North America-United States

About Andreea Bobu

Andreea Bobu, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Robotics, Human-Robot Interaction, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI): Open-World Learning

Aligning Human and Robot Representations

Preference-Conditioned Language-Guided Abstraction

Aligning Robot and Human Representations

Similarity-based Implicit Representation Learning

Aligning Robot Representations with Humans

Diagnosing and Repairing Feature Representations Under Distribution Shifts

Getting aligned on representational alignment

Andreea Bobu Information

University

Position

Graduate Student

Citations(all)

367

Citations(since 2020)

359

Cited By

75

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Andreea Bobu Skills & Research Interests

Robotics

Human-Robot Interaction

Machine Learning

Artificial Intelligence

Top articles of Andreea Bobu

Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI): Open-World Learning

2023/3/13

Aligning Human and Robot Representations

2024/3/11

Preference-Conditioned Language-Guided Abstraction

2024/3/11

Aligning Robot and Human Representations

arXiv preprint arXiv:2302.01928

2023/2/3

Similarity-based Implicit Representation Learning

Human-Robot Interaction

2023/1

Andreea Bobu
Andreea Bobu

H-Index: 5

Yi Liu
Yi Liu

H-Index: 21

Aligning Robot Representations with Humans

2023

Andreea Bobu
Andreea Bobu

H-Index: 5

Diagnosing and Repairing Feature Representations Under Distribution Shifts

2023/12/13

Diagnosis, feedback, adaptation: A human-in-the-loop framework for test-time policy adaptation

2023/7/3

Concept training technique for machine learning

2023/5/11

Similarity-Based Representation Learning

2023/5/9

Yi Liu
Yi Liu

H-Index: 21

Andreea Bobu
Andreea Bobu

H-Index: 5

Diagnosing and Augmenting Feature Representations in Correctional Inverse Reinforcement Learning

arXiv preprint arXiv:2304.05238

2023/4/11

Sirl: Similarity-based implicit representation learning

2023/3/13

Time-efficient reward learning via visually assisted cluster ranking

NeurIPS 2022 Human in the Loop Learning (HiLL) Workshop

2022/11/30

Teaching robots to span the space of functional expressive motion

2022/10/23

Learning perceptual concepts by bootstrapping from human queries

IEEE Robotics and Automation Letters

2022/8/3

Inducing Structure in Reward Learning by Learning Features

The International Journal of Robotics Research

2022/1/18

Situational Confidence Assistance for Lifelong Shared Autonomy

2021/10/18

Andreea Bobu
Andreea Bobu

H-Index: 5

Anca D Dragan
Anca D Dragan

H-Index: 38

Dynamically switching human prediction models for efficient planning

2021 IEEE International Conference on Robotics and Automation (ICRA)

2021/10/18

Andreea Bobu
Andreea Bobu

H-Index: 5

Anca D Dragan
Anca D Dragan

H-Index: 38

Feature expansive reward learning: Rethinking human input

2021/3/8

See List of Professors in Andreea Bobu University(University of California, Berkeley)

Co-Authors

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