Georgia Chalvatzaki

Georgia Chalvatzaki

Technische Universität Darmstadt

H-index: 17

Europe-Germany

About Georgia Chalvatzaki

Georgia Chalvatzaki, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at Technische Universität Darmstadt, specializes in the field of Robotics, Machine Learning, Reinforcement Learning, Robot Perception, HRI.

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

Accelerating Motion Planning via Optimal Transport

MoVEInt: Mixture of Variational Experts for Learning Human-Robot Interactions from Demonstrations

Transition State Clustering for Interaction Segmentation and Learning

Kinematically Constrained Human-like Bimanual Robot-to-Human Handovers

Hierarchical policy blending as optimal transport

Learning to reason over scene graphs: a case study of finetuning GPT-2 into a robot language model for grounded task planning

Domain Randomization via Entropy Maximization

Hierarchical policy blending as inference for reactive robot control

Georgia Chalvatzaki Information

University

Position

___

Citations(all)

723

Citations(since 2020)

625

Cited By

199

hIndex(all)

17

hIndex(since 2020)

15

i10Index(all)

28

i10Index(since 2020)

24

Email

University Profile Page

Technische Universität Darmstadt

Google Scholar

View Google Scholar Profile

Georgia Chalvatzaki Skills & Research Interests

Robotics

Machine Learning

Reinforcement Learning

Robot Perception

HRI

Top articles of Georgia Chalvatzaki

Title

Journal

Author(s)

Publication Date

Accelerating Motion Planning via Optimal Transport

Advances in Neural Information Processing Systems

An T Le

Georgia Chalvatzaki

Armin Biess

Jan R Peters

2024/2/13

MoVEInt: Mixture of Variational Experts for Learning Human-Robot Interactions from Demonstrations

Vignesh Prasad

Alap Kshirsagar

Dorothea Koert

Ruth Stock-Homburg

Jan Peters

...

2024

Transition State Clustering for Interaction Segmentation and Learning

Fabian Hahne

Vignesh Prasad

Alap Kshirsagar

Dorothea Koert

Ruth Maria Stock-Homburg

...

2024/3/11

Kinematically Constrained Human-like Bimanual Robot-to-Human Handovers

Yasemin Göksu

Antonio De Almeida Correia

Vignesh Prasad

Alap Kshirsagar

Dorothea Koert

...

2024/3/11

Hierarchical policy blending as optimal transport

An Thai Le

Kay Hansel

Jan Peters

Georgia Chalvatzaki

2023/6/6

Learning to reason over scene graphs: a case study of finetuning GPT-2 into a robot language model for grounded task planning

Frontiers in Robotics and AI

Georgia Chalvatzaki

Ali Younes

Daljeet Nandha

An Thai Le

Leonardo FR Ribeiro

...

2023

Domain Randomization via Entropy Maximization

arXiv preprint arXiv:2311.01885

Gabriele Tiboni

Pascal Klink

Jan Peters

Tatiana Tommasi

Carlo D'Eramo

...

2023/11/3

Hierarchical policy blending as inference for reactive robot control

Kay Hansel

Julen Urain

Jan Peters

Georgia Chalvatzaki

2023/5/29

Parameter-efficient Tuning of Pretrained Visual-Language Models in Multitask Robot Learning

Marcel Mittenbuehler

Ahmed Hendawy

Carlo D'Eramo

Georgia Chalvatzaki

2023/10/23

Evetac: An Event-based Optical Tactile Sensor for Robotic Manipulation

arXiv preprint arXiv:2312.01236

Niklas Funk

Erik Helmut

Georgia Chalvatzaki

Roberto Calandra

Jan Peters

2023/12/2

Safe reinforcement learning of dynamic high-dimensional robotic tasks: navigation, manipulation, interaction

Puze Liu

Kuo Zhang

Davide Tateo

Snehal Jauhri

Zhiyuan Hu

...

2023/5/29

Placing by Touching: An empirical study on the importance of tactile sensing for precise object placing

Luca Lach

Niklas Funk

Robert Haschke

Séverin Lemaignan

Helge Joachim Ritter

...

2023/10/1

2023 Index IEEE Robotics & Automation Magazine Vol. 30

IEEE Robotics & Automation Magazine

E Ackerman

JA Adams

F Adinolfi

H Admoni

A Ahmad

...

2023/12

Diversity as a Game Changer for Successful Teams in RoboCup [Women in Engineering]

IEEE Robotics & Automation Magazine

Daniel Leidner

Georgia Chalvatzaki

Karinne Ramirez-Amaro

2023/3/28

Active-perceptive motion generation for mobile manipulation

arXiv preprint arXiv:2310.00433

Snehal Jauhri

Sophie Lueth

Georgia Chalvatzaki

2023/9/30

Learning Multimodal Latent Dynamics for Human-Robot Interaction

arXiv preprint arXiv:2311.16380

Vignesh Prasad

Lea Heitlinger

Dorothea Koert

Ruth Stock-Homburg

Jan Peters

...

2023/11/27

Learning any-view 6dof robotic grasping in cluttered scenes via neural surface rendering

arXiv preprint arXiv:2306.07392

Snehal Jauhri

Ishikaa Lunawat

Georgia Chalvatzaki

2023/6/12

Tactile Sensing for Stable Object Placing

TouchProcessing workshop@ NeurIPS

Luca Michael Lach

Niklas Funk

Robert Haschke

Helge Ritter

Jan Peters

...

2023

Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula

arXiv preprint arXiv:2311.01642

Aryaman Reddi

Maximilian Tölle

Jan Peters

Georgia Chalvatzaki

Carlo D'Eramo

2023/11/3

Robotic architectural assembly with tactile skills: Simulation and optimization

Automation in Construction

Boris Belousov

Bastian Wibranek

Jan Schneider

Tim Schneider

Georgia Chalvatzaki

...

2022/1/1

See List of Professors in Georgia Chalvatzaki University(Technische Universität Darmstadt)

Co-Authors

H-index: 82
Jan Peters

Jan Peters

Technische Universität Darmstadt

H-index: 65
Petros Maragos

Petros Maragos

National Technical University of Athens

H-index: 62
Aaron M. Dollar

Aaron M. Dollar

Yale University

H-index: 26
Costas Tzafestas

Costas Tzafestas

National Technical University of Athens

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