Todor Stoyanov

Todor Stoyanov

Örebro Universitet

H-index: 25

Europe-Sweden

About Todor Stoyanov

Todor Stoyanov, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at Örebro Universitet, specializes in the field of Robotics, 3D Perception, Mobile Manipulation, Robot Learning.

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

Hierarchical goals contextualize local reward decomposition explanations

Tracking Branched Deformable Linear Objects Using Particle Filtering on Depth Images

Data-driven Grasping and Pre-grasp Manipulation Using Hierarchical Reinforcement Learning with Parameterized Action Primitives

Learn from Robot: Transferring Skills for Diverse Manipulation via Cycle Generative Networks

Context-aware grasp generation in cluttered scenes

Voting and attention-based pose relation learning for object pose estimation from 3D point clouds

Towards Task-Prioritized Policy Composition

Learn to Predict Posterior Probability in Particle Filtering for Tracking Deformable Linear Objects

Todor Stoyanov Information

University

Position

Associate Professor AASS Research Center

Citations(all)

2303

Citations(since 2020)

1229

Cited By

1528

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

40

i10Index(since 2020)

30

Email

University Profile Page

Örebro Universitet

Google Scholar

View Google Scholar Profile

Todor Stoyanov Skills & Research Interests

Robotics

3D Perception

Mobile Manipulation

Robot Learning

Top articles of Todor Stoyanov

Title

Journal

Author(s)

Publication Date

Hierarchical goals contextualize local reward decomposition explanations

Neural Computing and Applications

Finn Rietz

Sven Magg

Fredrik Heintz

Todor Stoyanov

Stefan Wermter

...

2023/8

Tracking Branched Deformable Linear Objects Using Particle Filtering on Depth Images

Available at SSRN 4531786

Yuxuan Yang

Johannes Andreas Stork

Todor Stoyanov

2023

Data-driven Grasping and Pre-grasp Manipulation Using Hierarchical Reinforcement Learning with Parameterized Action Primitives

Shih-Min Yang

Martin Magnusson

Johannes Andreas Stork

Todor Stoyanov

2023/9/28

Learn from Robot: Transferring Skills for Diverse Manipulation via Cycle Generative Networks

Quantao Yang

Johannes A Stork

Todor Stoyanov

2023/8/26

Context-aware grasp generation in cluttered scenes

Dinh-Cuong Hoang

Johannes A Stork

Todor Stoyanov

2022/5/23

Voting and attention-based pose relation learning for object pose estimation from 3D point clouds

IEEE Robotics and Automation Letters

Dinh-Cuong Hoang

Johannes A Stork

Todor Stoyanov

2022/7/7

Towards Task-Prioritized Policy Composition

arXiv preprint arXiv:2209.09536

Finn Rietz

Erik Schaffernicht

Todor Stoyanov

Johannes A Stork

2022/9/20

Learn to Predict Posterior Probability in Particle Filtering for Tracking Deformable Linear Objects

Yuxuan Yang

Johannes Andreas Stork

Todor Stoyanov

2022

Variable impedance skill learning for contact-rich manipulation

IEEE Robotics and Automation Letters

Quantao Yang

Alexander Dürr

Elin Anna Topp

Johannes A Stork

Todor Stoyanov

2022/6/30

Transferring Knowledge for Reinforcement Learning in Contact-Rich Manipulation

arXiv preprint arXiv:2210.02891

Quantao Yang

Johannes A Stork

Todor Stoyanov

2022/9/19

Learning differentiable dynamics models for shape control of deformable linear objects

Robotics and Autonomous Systems

Yuxuan Yang

Johannes A Stork

Todor Stoyanov

2022/12/1

Mpr-rl: Multi-prior regularized reinforcement learning for knowledge transfer

IEEE Robotics and Automation Letters

Quantao Yang

Johannes A Stork

Todor Stoyanov

2022/6/22

A Stack-of-Tasks Approach Combined with Behavior Trees: a New Framework for Robot Control

IEEE Robotics and Automation Letters

David Cáceres Domínguez

Marco Iannotta

Johannes A Stork

Erik Schaffernicht

Todor Stoyanov

2022/10/3

Particle filters in latent space for robust deformable linear object tracking

IEEE Robotics and Automation Letters

Yuxuan Yang

Johannes A Stork

Todor Stoyanov

2022/10/25

Software Architecture for Mobile Robots

arXiv preprint arXiv:2206.03233

Henrik Andreasson

Giorgio Grisetti

Todor Stoyanov

Alberto Pretto

2022/6/7

Visual state estimation in unseen environments through domain adaptation and metric learning

Frontiers in Robotics and AI

Püren Güler

Johannes A Stork

Todor Stoyanov

2022

Online model learning for shape control of deformable linear objects

Yuxuan Yang

Johannes A Stork

Todor Stoyanov

2022/10/23

Sensors for mobile robots

Henrik Andreasson

Giorgio Grisetti

Todor Stoyanov

Alberto Pretto

2023

Online distance field priors for gaussian process implicit surfaces

IEEE Robotics and Automation Letters

Jean-Paul A Ivan

Todor Stoyanov

Johannes A Stork

2022/7/8

Heterogeneous Full-body Control of a Mobile Manipulator with Behavior Trees

arXiv preprint arXiv:2210.08600

Marco Iannotta

David Cáceres Domínguez

Johannes A Stork

Erik Schaffernicht

Todor Stoyanov

2022/10/16

See List of Professors in Todor Stoyanov University(Örebro Universitet)

Co-Authors

H-index: 55
Achim J. Lilienthal

Achim J. Lilienthal

Örebro Universitet

H-index: 40
Andreas Birk

Andreas Birk

Jacobs University Bremen

H-index: 38
Amy Loutfi

Amy Loutfi

Örebro Universitet

H-index: 34
Henrik Andreasson

Henrik Andreasson

Örebro Universitet

H-index: 24
Martin Magnusson

Martin Magnusson

Örebro Universitet

H-index: 19
Johannes A. Stork

Johannes A. Stork

Örebro Universitet

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