Rogerio Bonatti

Rogerio Bonatti

Carnegie Mellon University

H-index: 13

North America-United States

About Rogerio Bonatti

Rogerio Bonatti, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Artificial Intelligence, Robotics, Computer Vision, Machine Learning.

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

EvDNeRF: Reconstructing Event Data with Dynamic Neural Radiance Fields

ConBaT: Control Barrier Transformer for Safe Policy Learning

Chatgpt for Robotics: Design Principles and Model Abilities

SMART: Self-supervised Multi-task pretrAining with contRol Transformers

Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training

Visual servoing approach to autonomous uav landing on a moving vehicle

LaTTe: Language Trajectory TransformEr

Reshaping Robot Trajectories Using Natural Language Commands: A Study of Multi-Modal Data Alignment Using Transformers

Rogerio Bonatti Information

University

Position

___

Citations(all)

722

Citations(since 2020)

716

Cited By

127

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

15

i10Index(since 2020)

14

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Rogerio Bonatti Skills & Research Interests

Artificial Intelligence

Robotics

Computer Vision

Machine Learning

Top articles of Rogerio Bonatti

Title

Journal

Author(s)

Publication Date

EvDNeRF: Reconstructing Event Data with Dynamic Neural Radiance Fields

Anish Bhattacharya

Ratnesh Madaan

Fernando Cladera

Sai Vemprala

Rogerio Bonatti

...

2024

ConBaT: Control Barrier Transformer for Safe Policy Learning

IEEE International Conference on Robotics and Automation (ICRA), 2024

Yue Meng

Sai Vemprala

Rogerio Bonatti

Chuchu Fan

Ashish Kapoor

2024/1/29

Chatgpt for Robotics: Design Principles and Model Abilities

Sai *Vemprala

Rogerio *Bonatti

Arthur Bucker

Ashish Kapoor

2023/2/20

SMART: Self-supervised Multi-task pretrAining with contRol Transformers

Yanchao Sun

Shuang Ma

Ratnesh Madaan

Rogerio Bonatti

Furong Huang

...

2023/1/24

Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training

International Conference on Computer Vision (ICCV 2023)

Yao Wei

Yanchao Sun

Ruijie Zheng

Sai Vemprala

Rogerio Bonatti

...

2023/7/16

Visual servoing approach to autonomous uav landing on a moving vehicle

Sensors

Azarakhsh Keipour

Guilherme AS Pereira

Rogerio Bonatti

Rohit Garg

Puru Rastogi

...

2022/8/30

LaTTe: Language Trajectory TransformEr

Arthur Bucker

Luis Figueredo

Sami Haddadin

Ashish Kapoor

Shuang Ma

...

2022/8/4

Reshaping Robot Trajectories Using Natural Language Commands: A Study of Multi-Modal Data Alignment Using Transformers

International Conference on Intelligent Robots and Systems (IROS 2022)

Arthur Bucker

Luis Figueredo

Sami Haddadin

Ashish Kapoor

Shuang Ma

...

2022/3/25

ConBaT: Control Barrier Transformer for Safety-Critical Policy Learning

International Conference on Robotics and Automation (ICRA 2024)

Yue Meng

Sai Vemprala

Rogerio Bonatti

Chuchu Fan

Ashish Kapoor

2022/9/29

PACT: Perception-action causal transformer for autoregressive robotics pre-training

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023)

Rogerio Bonatti

Sai Vemprala

Shuang Ma

Felipe Frujeri

Shuhang Chen

...

2022/9/22

Active Vision: Autonomous Aerial Cinematography with Learned Artistic Decision-Making

Rogerio Bonatti

2021

Adaptive safety margin estimation for safe real-time replanning under time-varying disturbance

arXiv preprint arXiv:2110.03119

Cherie Ho

Jay Patrikar

Rogerio Bonatti

Sebastian Scherer

2021/10/7

3D human reconstruction in the wild with collaborative aerial cameras

Cherie Ho

Andrew Jong

Harry Freeman

Rohan Rao

Rogerio Bonatti

...

2021/9/27

Batteries, camera, action! Learning a semantic control space for expressive robot cinematography

International Conference on Robotics and Automation (ICRA 2021)

Rogerio Bonatti

Arthur Bucker

Sebastian Scherer

Mustafa Mukadam

Jessica Hodgins

2020/11/19

Do You See What I See? Coordinating Multiple Aerial Cameras for Robot Cinematography

International Conference on Robotics and Automation (ICRA 2021)

Arthur Bucker

Rogerio Bonatti

Sebastian Scherer

2020/11/10

Adaptive Tube Library for Safe Online Planning under Unknown Tracking Performance

Cherie Ho

Jay Patrikar

Rogerio Bonatti

Sebastian Scherer

2020/7/9

See List of Professors in Rogerio Bonatti University(Carnegie Mellon University)

Co-Authors

H-index: 82
Jessica Hodgins

Jessica Hodgins

Carnegie Mellon University

H-index: 57
Sami Haddadin

Sami Haddadin

Technische Universität München

H-index: 48
Sebastian Scherer

Sebastian Scherer

Carnegie Mellon University

H-index: 43
Erdal Kayacan

Erdal Kayacan

Aarhus Universitet

H-index: 35
Fabio Gagliardi Cozman

Fabio Gagliardi Cozman

Universidade de São Paulo

H-index: 21
Daniel Maturana

Daniel Maturana

Carnegie Mellon University

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