Marc Toussaint

Marc Toussaint

Technische Universität Berlin

H-index: 50

Europe-Germany

About Marc Toussaint

Marc Toussaint, With an exceptional h-index of 50 and a recent h-index of 36 (since 2020), a distinguished researcher at Technische Universität Berlin, specializes in the field of Robotics, Robot Learning, Artificial Intelligence.

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

iDb-RRT: Sampling-based Kinodynamic Motion Planning with Motion Primitives and Trajectory Optimization

Global Safe Sequential Learning via Efficient Knowledge Transfer

Multilevel motion planning: A fiber bundle formulation

Asymptotically Optimal Belief Space Planning in Discrete Partially-Observable Domains

Introduction to machine learning

Comparison of Optimization-Based Methods for Energy-Optimal Quadrotor Motion Planning

Neural Field Representations of Articulated Objects for Robotic Manipulation Planning

Kinodynamic Motion Planning for a Team of Multirotors Transporting a Cable-Suspended Payload in Cluttered Environments

Marc Toussaint Information

University

Position

Professor of Computer Science Germany

Citations(all)

10104

Citations(since 2020)

5624

Cited By

6200

hIndex(all)

50

hIndex(since 2020)

36

i10Index(all)

168

i10Index(since 2020)

113

Email

University Profile Page

Technische Universität Berlin

Google Scholar

View Google Scholar Profile

Marc Toussaint Skills & Research Interests

Robotics

Robot Learning

Artificial Intelligence

Top articles of Marc Toussaint

Title

Journal

Author(s)

Publication Date

iDb-RRT: Sampling-based Kinodynamic Motion Planning with Motion Primitives and Trajectory Optimization

arXiv preprint arXiv:2403.10745

Joaquim Ortiz-Haro

Wolfgang Hönig

Valentin N Hartmann

Marc Toussaint

Ludovic Righetti

2024/3/16

Global Safe Sequential Learning via Efficient Knowledge Transfer

arXiv preprint arXiv:2402.14402

Cen-You Li

Olaf Duennbier

Marc Toussaint

Barbara Rakitsch

Christoph Zimmer

2024/2/22

Multilevel motion planning: A fiber bundle formulation

The international journal of robotics research

Andreas Orthey

Sohaib Akbar

Marc Toussaint

2024/1

Asymptotically Optimal Belief Space Planning in Discrete Partially-Observable Domains

arXiv preprint arXiv:2309.10672

Janis Eric Freund

Camille Phiquepal

Andreas Orthey

Marc Toussaint

2023/9/19

Introduction to machine learning

Yalin Baştanlar

Mustafa Özuysal

2014

Comparison of Optimization-Based Methods for Energy-Optimal Quadrotor Motion Planning

arXiv preprint arXiv:2304.14062

Welf Rehberg

Joaquim Ortiz-Haro

Marc Toussaint

Wolfgang Hönig

2023/4/27

Neural Field Representations of Articulated Objects for Robotic Manipulation Planning

arXiv preprint arXiv:2309.07620

Phillip Grote

Joaquim Ortiz-Haro

Marc Toussaint

Ozgur S Oguz

2023/9/14

Kinodynamic Motion Planning for a Team of Multirotors Transporting a Cable-Suspended Payload in Cluttered Environments

arXiv preprint arXiv:2310.03394

Khaled Wahba

Joaquim Ortiz-Haro

Marc Toussaint

Wolfgang Hönig

2023/10/5

Palm-e: An embodied multimodal language model

The International Conference on Machine Learning

Danny Driess

Fei Xia

Mehdi SM Sajjadi

Corey Lynch

Aakanksha Chowdhery

...

2023/3/6

Stabilizing deep Q-learning with Q-graph-based bounds

The International Journal of Robotics Research

Sabrina Hoppe

Markus Giftthaler

Robert Krug

Marc Toussaint

2023/8

Spatial Reasoning via Deep Vision Models for Robotic Sequential Manipulation

arXiv preprint arXiv:2306.17053

Hongyou Zhou

Ingmar Schubert

Marc Toussaint

Ozgur S Oguz

2023/6/29

Learning multi-object dynamics with compositional neural radiance fields

Danny Driess

Zhiao Huang

Yunzhu Li

Russ Tedrake

Marc Toussaint

2023/3/6

Solving rearrangement puzzles using path defragmentation in factored state spaces

IEEE Robotics and Automation Letters

Servet B Bayraktar

Andreas Orthey

Zachary Kingston

Marc Toussaint

Lydia E Kavraki

2023/6/5

Efficient path planning in manipulation planning problems by actively reusing validation effort

Valentin N Hartmann

Joaquim Ortiz-Haro

Marc Toussaint

2023/10/1

Learning Feasibility of Factored Nonlinear Programs in Robotic Manipulation Planning

Joaquim Ortiz-Haro

Jung-Su Ha

Danny Driess

Erez Karpas

Marc Toussaint

2023/5/29

db-CBS: Discontinuity-Bounded Conflict-Based Search for Multi-Robot Kinodynamic Motion Planning

arXiv preprint arXiv:2309.16445

Akmaral Moldagalieva

Joaquim Ortiz-Haro

Marc Toussaint

Wolfgang Hönig

2023/9/28

iDb-A*: Iterative Search and Optimization for Optimal Kinodynamic Motion Planning

arXiv preprint arXiv:2311.03553

Joaquim Ortiz-Haro

Wolfgang Hoenig

Valentin N Hartmann

Marc Toussaint

2023/11/6

Towards computing low-makespan solutions for multi-arm multi-task planning problems

Int. Conf. on Automated Planning and Scheduling: Planning and Robotics Workshop (RobPlan)

Valentin N Hartmann

Marc Toussaint

2023/5

Learning models as functionals of signed-distance fields for manipulation planning

Danny Driess

Jung-Su Ha

Marc Toussaint

Russ Tedrake

2022/1/11

A conflict-driven interface between symbolic planning and nonlinear constraint solving

IEEE Robotics and Automation Letters

Joaquim Ortiz-Haro

Erez Karpas

Michael Katz

Marc Toussaint

2022/7/18

See List of Professors in Marc Toussaint University(Technische Universität Berlin)

Co-Authors

H-index: 53
Christian Igel

Christian Igel

Københavns Universitet

H-index: 19
Danny Driess

Danny Driess

Universität Stuttgart

H-index: 17
Jim Mainprice

Jim Mainprice

Universität Stuttgart

H-index: 14
Jung-Su Ha

Jung-Su Ha

Technische Universität Berlin

H-index: 14
Peter Englert

Peter Englert

University of Southern California

H-index: 8
Philipp Kratzer

Philipp Kratzer

Universität Stuttgart

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