Volker Krueger

Volker Krueger

Lunds Universitet

H-index: 33

Europe-Sweden

About Volker Krueger

Volker Krueger, With an exceptional h-index of 33 and a recent h-index of 18 (since 2020), a distinguished researcher at Lunds Universitet, specializes in the field of robotics, computer vision, machine intelligence, image processing.

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

Storage Assignment Using Nested Metropolis Sampling and Approximations of Order Batching Travel Costs

SkiROS2: A Skill-Based Robot Control Platform for ROS

Using knowledge representation and task planning for robot-agnostic skills on the example of contact-rich wiping tasks

Flexible and Adaptive Manufacturing by Complementing Knowledge Representation, Reasoning and Planning with Reinforcement Learning

Out-of-Distribution Detection for Adaptive Computer Vision

BeBOP--Combining Reactive Planning and Bayesian Optimization to Solve Robotic Manipulation Tasks

ROSSMARie: A Domain-Specific Language To Express Dynamic Safety Rules and Recovery Strategies for Autonomous Robots

Learning to adapt the parameters of behavior trees and motion generators (btmgs) to task variations

Volker Krueger Information

University

Position

___

Citations(all)

8734

Citations(since 2020)

2044

Cited By

7456

hIndex(all)

33

hIndex(since 2020)

18

i10Index(all)

68

i10Index(since 2020)

30

Email

University Profile Page

Lunds Universitet

Google Scholar

View Google Scholar Profile

Volker Krueger Skills & Research Interests

robotics

computer vision

machine intelligence

image processing

Top articles of Volker Krueger

Title

Journal

Author(s)

Publication Date

Storage Assignment Using Nested Metropolis Sampling and Approximations of Order Batching Travel Costs

SN Computer Science

Johan Oxenstierna

Jacek Malec

Volker Krueger

2024/4/23

SkiROS2: A Skill-Based Robot Control Platform for ROS

Matthias Mayr

Francesco Rovida

Volker Krueger

2023/10/1

Using knowledge representation and task planning for robot-agnostic skills on the example of contact-rich wiping tasks

Matthias Mayr

Faseeh Ahmad

Alexander Duerr

Volker Krueger

2023/8/26

Flexible and Adaptive Manufacturing by Complementing Knowledge Representation, Reasoning and Planning with Reinforcement Learning

Matthias Mayr

Faseeh Ahmad

Volker Krueger

2023/10/1

Out-of-Distribution Detection for Adaptive Computer Vision

Simon Kristoffersson Lind

Rudolph Triebel

Luigi Nardi

Volker Krueger

2023/4/18

BeBOP--Combining Reactive Planning and Bayesian Optimization to Solve Robotic Manipulation Tasks

arXiv preprint arXiv:2310.00971

Jonathan Styrud

Matthias Mayr

Erik Hellsten

Volker Krueger

Christian Smith

2023/10/2

ROSSMARie: A Domain-Specific Language To Express Dynamic Safety Rules and Recovery Strategies for Autonomous Robots

Momina Rizwan

Christoph Reichenbach

Volker Krueger

2023

Learning to adapt the parameters of behavior trees and motion generators (btmgs) to task variations

Faseeh Ahmad

Matthias Mayr

Volker Krueger

2023/10/1

Storage Assignment Using Nested Annealing and Hamming Distances.

Johan Oxenstierna

Louis Janse van Rensburg

Peter J Stuckey

Volker Krueger

2023

Efficient order batching optimization using seed heuristics and the metropolis algorithm

SN Computer Science

Johan Oxenstierna

Jacek Malec

Volker Krueger

2022/12/17

Optimization of the Storage Location Assignment Problem Using Nested Annealing

Johan Oxenstierna

Louis Janse van Rensburg

Peter J Stuckey

Volker Krueger

2022/2/3

Combining planning, reasoning and reinforcement learning to solve industrial robot tasks

arXiv preprint arXiv:2212.03570

Matthias Mayr

Faseeh Ahmad

Konstantinos Chatzilygeroudis

Luigi Nardi

Volker Krueger

2022/12/7

Analysis of Computational Efficiency in Iterative Order Batching Optimization.

Johan Oxenstierna

Jacek Malec

Volker Krueger

2022/2

Skill-based multi-objective reinforcement learning of industrial robot tasks with planning and knowledge integration

Matthias Mayr

Faseeh Ahmad

Konstantinos Chatzilygeroudis

Luigi Nardi

Volker Krueger

2022/12/5

New Benchmarks and Optimization Model for the Storage Location Assignment Problem.

Johan Oxenstierna

Jacek Malec

Volker Krueger

2022

How to Set Up & Learn New Robot Tasks with Explainable Behaviors?

Matthias Mayr

Faseeh Ahmad

Konstantinos Chatzilygeroudis

Luigi Nardi

Volker Krueger

2022

A Shared Pose Regression Network for Pose Estimation of Objects from RGB Images

Stefan Hein Bengtson

Hampus Åström

Thomas B Moeslund

Elin A Topp

Volker Krueger

2022/10/19

Generalizing behavior trees and motion-generator (btmg) policy representation for robotic tasks over scenario parameters

2022 IJCAI Planning and Reinforcement Learning Workshop

Faseeh Ahmad

Matthias Mayr

Elin Anna Topp

Jacek Malec

Volker Krueger

2022

Learning skill-based industrial robot tasks with user priors

Matthias Mayr

Carl Hvarfner

Konstantinos Chatzilygeroudis

Luigi Nardi

Volker Krueger

2022/8/20

Learning of parameters in behavior trees for movement skills

Matthias Mayr

Konstantinos Chatzilygeroudis

Faseeh Ahmad

Luigi Nardi

Volker Krueger

2021/9/27

See List of Professors in Volker Krueger University(Lunds Universitet)

Co-Authors

H-index: 73
Danica Kragic

Danica Kragic

Kungliga Tekniska högskolan

H-index: 68
Kentaro Toyama

Kentaro Toyama

University of Michigan-Dearborn

H-index: 58
Tamim Asfour

Tamim Asfour

Karlsruher Institut für Technologie

H-index: 53
Thomas Moeslund

Thomas Moeslund

Aalborg Universitet

H-index: 50
Adrian Hilton

Adrian Hilton

University of Surrey

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