Andrea Tagliabue

Andrea Tagliabue

Massachusetts Institute of Technology

H-index: 10

North America-United States

About Andrea Tagliabue

Andrea Tagliabue, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Robotics, Autonomous Systems.

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

Tube-NeRF: Efficient Imitation Learning of Visuomotor Policies from MPC via Tube-Guided Data Augmentation and NeRFs

Robust, high-rate trajectory tracking on insect-scale soft-actuated aerial robots with deep-learned tube mpc

PUMA: Fully Decentralized Uncertainty-aware Multiagent Trajectory Planner with Real-time Image Segmentation-based Frame Alignment

REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots

Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation

Efficient Deep Learning of Robust Policies from MPC using Imitation and Tube-Guided Data Augmentation

Output feedback tube MPC-guided data augmentation for robust, efficient sensorimotor policy learning

Model-free online motion adaptation for energy-efficient flight of multicopters

Andrea Tagliabue Information

University

Position

Graduate Student

Citations(all)

570

Citations(since 2020)

548

Cited By

133

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Andrea Tagliabue Skills & Research Interests

Machine Learning

Robotics

Autonomous Systems

Top articles of Andrea Tagliabue

Title

Journal

Author(s)

Publication Date

Tube-NeRF: Efficient Imitation Learning of Visuomotor Policies from MPC via Tube-Guided Data Augmentation and NeRFs

arXiv preprint arXiv:2311.14153

Andrea Tagliabue

Jonathan P How

2023/11/23

Robust, high-rate trajectory tracking on insect-scale soft-actuated aerial robots with deep-learned tube mpc

Andrea Tagliabue

Yi-Hsuan Hsiao

Urban Fasel

J Nathan Kutz

Steven L Brunton

...

2023/5/29

PUMA: Fully Decentralized Uncertainty-aware Multiagent Trajectory Planner with Real-time Image Segmentation-based Frame Alignment

arXiv preprint arXiv:2311.03655

Kota Kondo

Claudius T Tewari

Mason B Peterson

Annika Thomas

Jouko Kinnari

...

2023/11/7

REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots

Workshop on Language and Robot Learning, CoRL 2023

Andrea Tagliabue

Kota Kondo

Tong Zhao

Mason Peterson

Claudius T Tewari

...

2023/11/2

Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation

Tong Zhao

Andrea Tagliabue

Jonathan P How

2023/10/1

Efficient Deep Learning of Robust Policies from MPC using Imitation and Tube-Guided Data Augmentation

arXiv preprint arXiv:2306.00286

Andrea Tagliabue

Jonathan P How

2023/6/1

Output feedback tube MPC-guided data augmentation for robust, efficient sensorimotor policy learning

Andrea Tagliabue

Jonathan P How

2022/10/23

Model-free online motion adaptation for energy-efficient flight of multicopters

IEEE Access

Xiangyu Wu

Jun Zeng

Andrea Tagliabue

Mark W Mueller

2022/6/14

Lion: Lidar-inertial observability-aware navigator for vision-denied environments

Andrea Tagliabue

Jesus Tordesillas

Xiaoyi Cai

Angel Santamaria-Navarro

Jonathan P How

...

2021

Autonomous MAV landing on a moving platform with estimation of unknown turbulent wind conditions

Aleix Paris

Andrea Tagliabue

Jonathan P How

2021

Airflow-Inertial Odometry for Resilient State Estimation on Multirotors

Andrea Tagliabue

Jonathan P How

2021/5/30

Nebula: Quest for robotic autonomy in challenging environments; team costar at the darpa subterranean challenge

arXiv preprint arXiv:2103.11470

Ali Agha

Kyohei Otsu

Benjamin Morrell

David D Fan

Rohan Thakker

...

2021/3/21

A whisker-inspired fin sensor for multi-directional airflow sensing

Suhan Kim

Regan Kubicek

Aleix Paris

Andrea Tagliabue

Jonathan P How

...

2020/10/24

Shapeshifter: A multi-agent, multi-modal robotic platform for exploration of titan

Andrea Tagliabue

Stephanie Schneider

Marco Pavone

Ali-akbar Agha-mohammadi

2020/3/7

Touch the wind: Simultaneous airflow, drag and interaction sensing on a multirotor

Andrea Tagliabue

Aleix Paris

Suhan Kim

Regan Kubicek

Sarah Bergbreiter

...

2020/10/24

See List of Professors in Andrea Tagliabue University(Massachusetts Institute of Technology)

Co-Authors

H-index: 101
Jonathan P. How

Jonathan P. How

Massachusetts Institute of Technology

H-index: 62
Marco Pavone

Marco Pavone

Stanford University

H-index: 50
Luca Carlone

Luca Carlone

Massachusetts Institute of Technology

H-index: 28
Sarah Bergbreiter

Sarah Bergbreiter

Carnegie Mellon University

H-index: 25
Mark W. Mueller

Mark W. Mueller

University of California, Berkeley

H-index: 16
Michael Everett

Michael Everett

Massachusetts Institute of Technology

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