Oliver Kroemer

Oliver Kroemer

Carnegie Mellon University

H-index: 34

North America-United States

About Oliver Kroemer

Oliver Kroemer, With an exceptional h-index of 34 and a recent h-index of 28 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Robotics, Machine Learning, Manipulation.

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

Task-Oriented Active Learning of Model Preconditions for Inaccurate Dynamics Models

DELTAHANDS: A Synergistic Dexterous Hand Framework Based on Delta Robots

Towards Autonomous Crop Monitoring: Inserting Sensors in Cluttered Environments

Leveraging Simulation-Based Model Preconditions for Fast Action Parameter Optimization with Multiple Models

Hefty: A Modular Reconfigurable Robot for Advancing Robot Manipulation in Agriculture

MResT: Multi-Resolution Sensing for Real-Time Control with Vision-Language Models

SCALE: Causal Learning and Discovery of Robot Manipulation Skills using Simulation

Focused adaptation of dynamics models for deformable object manipulation

Oliver Kroemer Information

University

Position

- The Robotics Institute

Citations(all)

4830

Citations(since 2020)

3107

Cited By

2979

hIndex(all)

34

hIndex(since 2020)

28

i10Index(all)

76

i10Index(since 2020)

62

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Oliver Kroemer Skills & Research Interests

Robotics

Machine Learning

Manipulation

Top articles of Oliver Kroemer

Title

Journal

Author(s)

Publication Date

Task-Oriented Active Learning of Model Preconditions for Inaccurate Dynamics Models

arXiv preprint arXiv:2401.04007

Alex LaGrassa

Moonyoung Lee

Oliver Kroemer

2024/1/8

DELTAHANDS: A Synergistic Dexterous Hand Framework Based on Delta Robots

IEEE Robotics and Automation Letters

Zilin Si

Kevin Zhang

Oliver Kroemer

F Zeynep Temel

2024/1/4

Towards Autonomous Crop Monitoring: Inserting Sensors in Cluttered Environments

arXiv preprint arXiv:2311.03697

Moonyoung Lee

Aaron Berger

Dominic Guri

Kevin Zhang

Lisa Coffee

...

2023/11/7

Leveraging Simulation-Based Model Preconditions for Fast Action Parameter Optimization with Multiple Models

arXiv preprint arXiv:2403.11313

M Yunus Seker

Oliver Kroemer

2024/3/17

Hefty: A Modular Reconfigurable Robot for Advancing Robot Manipulation in Agriculture

arXiv preprint arXiv:2402.18710

Dominic Guri

Moonyoung Lee

Oliver Kroemer

George Kantor

2024/2/28

MResT: Multi-Resolution Sensing for Real-Time Control with Vision-Language Models

arXiv preprint arXiv:2401.14502

Saumya Saxena

Mohit Sharma

Oliver Kroemer

2024/1/25

SCALE: Causal Learning and Discovery of Robot Manipulation Skills using Simulation

Tabitha Edith Lee

Shivam Vats

Siddharth Girdhar

Oliver Kroemer

2023/10/23

Focused adaptation of dynamics models for deformable object manipulation

Peter Mitrano

Alex LaGrassa

Oliver Kroemer

Dmitry Berenson

2023/5/29

Linear delta arrays for compliant dexterous distributed manipulation

Sarvesh Patil

Tony Tao

Tess Hellebrekers

Oliver Kroemer

F Zeynep Temel

2023/5/29

Open x-embodiment: Robotic learning datasets and RT-x models

arXiv preprint arXiv:2310.08864

Abhishek Padalkar

Acorn Pooley

Ajinkya Jain

Alex Bewley

Alex Herzog

...

2023/10/13

Estimating Material Properties of Interacting Objects Using Sum-GP-UCB

arXiv preprint arXiv:2310.11749

M Yunus Seker

Oliver Kroemer

2023/10/18

Enhancing dexterity in robotic manipulation via hierarchical contact exploration

IEEE Robotics and Automation Letters

Xianyi Cheng

Sarvesh Patil

Zeynep Temel

Oliver Kroemer

Matthew T Mason

2023/11/16

From Child's Play to AI: Insights into Automated Causal Curriculum Learning

Annya Dahmani

Eunice Yiu

Tabitha Edith Lee

Nan Rosemary Ke

Oliver Kroemer

...

2023/10/13

Towards Robotic Tree Manipulation: Leveraging Graph Representations

arXiv preprint arXiv:2311.07479

Chung Hee Kim

Moonyoung Lee

Oliver Kroemer

George Kantor

2023/11/13

Efficient Recovery Learning using Model Predictive Meta-Reasoning

Shivam Vats

Maxim Likhachev

Oliver Kroemer

2023/5/29

Multi-Resolution Sensing for Real-Time Control with Vision-Language Models

Saumya Saxena

Mohit Sharma

Oliver Kroemer

2023/10/21

Search-based task planning with learned skill effect models for lifelong robotic manipulation

Jacky Liang

Mohit Sharma

Alex LaGrassa

Shivam Vats

Saumya Saxena

...

2022/5/23

Deltaz: An accessible compliant delta robot manipulator for research and education

Sarvesh Patil

Samuel C Alvares

Pragna Mannam

Oliver Kroemer

F Zeynep Temel

2022/10/23

Contact Classification for Agriculture Manipulation in Cluttered Canopies

Moonyoung Lee

Kevin Zhang

George Kantor

Oliver Kroemer

2022

INQUIRE: INteractive querying for user-aware informative REasoning

Tesca Fitzgerald

Pallavi Koppol

Patrick Callaghan

Russell Quinlan Jun Hei Wong

Reid Simmons

...

2022/8/15

See List of Professors in Oliver Kroemer University(Carnegie Mellon University)

Co-Authors

H-index: 82
Jan Peters

Jan Peters

Technische Universität Darmstadt

H-index: 49
Christoph H. Lampert

Christoph H. Lampert

Institute of Science and Technology Austria

H-index: 43
Norbert Krueger

Norbert Krueger

Syddansk Universitet

H-index: 41
Justus Piater

Justus Piater

Universität Innsbruck

H-index: 30
Jens Kober

Jens Kober

Technische Universiteit Delft

H-index: 27
Herke van Hoof

Herke van Hoof

Universiteit van Amsterdam

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