Marco Pavone

Marco Pavone

Stanford University

H-index: 62

North America-United States

About Marco Pavone

Marco Pavone, With an exceptional h-index of 62 and a recent h-index of 55 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Robotics, Control Theory, Distributed Control, Intelligent Transportation systems.

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

Differentiable and modular prediction and planning for autonomous machines

Robust trajectory predictions against adversarial attacks in autonomous machines and applications

Perfecting Periodic Trajectory Tracking: Model Predictive Control with a Periodic Observer (-MPC)

Determining perception zones for object detection in autonomous systems and applications

Parallelized Spatiotemporal Binding

PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction

Learning autonomous vehicle safety concepts from demonstrations

Accelerating continuous variable coherent ising machines via momentum

Marco Pavone Information

University

Position

Associate Professor of Aeronautics and Astronautics

Citations(all)

15524

Citations(since 2020)

12656

Cited By

6674

hIndex(all)

62

hIndex(since 2020)

55

i10Index(all)

222

i10Index(since 2020)

200

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Marco Pavone Skills & Research Interests

Robotics

Control Theory

Distributed Control

Intelligent Transportation systems

Top articles of Marco Pavone

Title

Journal

Author(s)

Publication Date

Differentiable and modular prediction and planning for autonomous machines

2024/1/11

Robust trajectory predictions against adversarial attacks in autonomous machines and applications

2024/1/25

Perfecting Periodic Trajectory Tracking: Model Predictive Control with a Periodic Observer (-MPC)

arXiv preprint arXiv:2404.01550

Luis Pabon

Johannes Köhler

John Irvin Alora

Patrick Benito Eberhard

Andrea Carron

...

2024/4/2

Determining perception zones for object detection in autonomous systems and applications

2024/3/14

Parallelized Spatiotemporal Binding

arXiv preprint arXiv:2402.17077

Gautam Singh

Yue Wang

Jiawei Yang

Boris Ivanovic

Sungjin Ahn

...

2024/2/26

PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction

Advances in Neural Information Processing Systems

Apoorva Sharma

Sushant Veer

Asher Hancock

Heng Yang

Marco Pavone

...

2024/2/13

Learning autonomous vehicle safety concepts from demonstrations

2024/1/11

Accelerating continuous variable coherent ising machines via momentum

arXiv preprint arXiv:2401.12135

Robin Brown

Davide Venturelli

Marco Pavone

David E Bernal Neira

2024/1/22

InstantSplat: Unbounded Sparse-view Pose-free Gaussian Splatting in 40 Seconds

arXiv preprint arXiv:2403.20309

Zhiwen Fan

Wenyan Cong

Kairun Wen

Kevin Wang

Jian Zhang

...

2024/3/29

A copositive framework for analysis of hybrid ising-classical algorithms

arXiv preprint arXiv:2207.13630

Robin Brown

David E Bernal Neira

Davide Venturelli

Marco Pavone

2022

trajdata: A unified interface to multiple human trajectory datasets

Advances in Neural Information Processing Systems

Boris Ivanovic

Guanyu Song

Igor Gilitschenski

Marco Pavone

2024/2/13

Q-slam: Quadric representations for monocular slam

arXiv preprint arXiv:2403.08125

Chensheng Peng

Chenfeng Xu

Yue Wang

Mingyu Ding

Heng Yang

...

2024/3/12

Contingency Planning Using Bi-level Markov Decision Processes for Space Missions

arXiv preprint arXiv:2402.16342

Somrita Banerjee

Edward Balaban

Mark Shirley

Kevin Bradner

Marco Pavone

2024/2/26

Evaluating a Reinforcement Learning Approach for Collision Avoidance with Heterogeneous Aircraft

Claudia Conte

Domenico Accardo

Karthik Gopalakrishnan

Marco Pavone

2024

Modeling Considerations for Developing Deep Space Autonomous Spacecraft and Simulators

arXiv preprint arXiv:2401.11371

Christopher Agia

Guillem Casadesus Vila

Saptarshi Bandyopadhyay

David S Bayard

Kar-Ming Cheung

...

2024/1/21

Driving Everywhere with Large Language Model Policy Adaptation

Conference on Computer Vision and Pattern Recognition (CVPR)

Boyi Li

Yue Wang

Jiageng Mao

Boris Ivanovic

Sushant Veer

...

2024

Locomotion as manipulation with ReachBot

Science Robotics

Tony G Chen

Stephanie Newdick

Julia Di

Carlo Bosio

Nitin Ongole

...

2024/4/17

Producing and Leveraging Online Map Uncertainty in Trajectory Prediction

arXiv preprint arXiv:2403.16439

Xunjiang Gu

Guanyu Song

Igor Gilitschenski

Marco Pavone

Boris Ivanovic

2024/3/25

Catch Me If You Can: Combatting Fraud in Artificial Currency Based Government Benefits Programs

arXiv preprint arXiv:2402.16162

Devansh Jalota

Matthew Tsao

Marco Pavone

2024/2/25

To Spend or to Gain: Online Learning in Repeated Karma Auctions

arXiv preprint arXiv:2403.04057

Damien Berriaud

Ezzat Elokda

Devansh Jalota

Emilio Frazzoli

Marco Pavone

...

2024/3/6

See List of Professors in Marco Pavone University(Stanford University)

Co-Authors

H-index: 81
Francesco Bullo

Francesco Bullo

University of California, Santa Barbara

H-index: 36
Stephen L. Smith

Stephen L. Smith

University of Waterloo

H-index: 26
Lucas Janson

Lucas Janson

Harvard University

H-index: 20
Edward Schmerling

Edward Schmerling

Stanford University

H-index: 17
Kiril Solovey

Kiril Solovey

Stanford University

H-index: 17
Maximilian Schiffer

Maximilian Schiffer

Technische Universität München

academic-engine