Dimitrios Kanoulas

About Dimitrios Kanoulas

Dimitrios Kanoulas, With an exceptional h-index of 19 and a recent h-index of 17 (since 2020), a distinguished researcher at University College London, specializes in the field of Robot Cognition, Robot Learning, Legged Robotics.

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

DVN-SLAM: Dynamic Visual Neural SLAM Based on Local-Global Encoding

On the Benefits of GPU Sample-Based Stochastic Predictive Controllers for Legged Locomotion

Transformer-Based Prediction of Human Motions and Contact Forces for Physical Human-Robot Interaction

DiPPeR: Diffusion-based 2D Path Planner applied on Legged Robots

Reinforcement Learning-based Grasping via One-Shot Affordance Localization and Zero-Shot Contrastive Language–Image Learning

Safe Trajectory Sampling in Model-based Reinforcement Learning

Navigation Among Movable Obstacles via Multi-Object Pushing into Storage Zones

ViT-A*: Legged Robot Path Planning using Vision Transformer A*

Dimitrios Kanoulas Information

University

Position

Lecturer (Assistant Professor) (UCL)

Citations(all)

1543

Citations(since 2020)

1192

Cited By

753

hIndex(all)

19

hIndex(since 2020)

17

i10Index(all)

40

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

Dimitrios Kanoulas Skills & Research Interests

Robot Cognition

Robot Learning

Legged Robotics

Top articles of Dimitrios Kanoulas

DVN-SLAM: Dynamic Visual Neural SLAM Based on Local-Global Encoding

arXiv preprint arXiv:2403.11776

2024/3/18

On the Benefits of GPU Sample-Based Stochastic Predictive Controllers for Legged Locomotion

arXiv preprint arXiv:2403.11383

2024/3/18

Transformer-Based Prediction of Human Motions and Contact Forces for Physical Human-Robot Interaction

2024

Valerio Modugno
Valerio Modugno

H-Index: 5

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

DiPPeR: Diffusion-based 2D Path Planner applied on Legged Robots

2024

Jianwei Liu
Jianwei Liu

H-Index: 26

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

Reinforcement Learning-based Grasping via One-Shot Affordance Localization and Zero-Shot Contrastive Language–Image Learning

2024/1/8

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

Safe Trajectory Sampling in Model-based Reinforcement Learning

2023

Yicheng Luo
Yicheng Luo

H-Index: 10

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

Navigation Among Movable Obstacles via Multi-Object Pushing into Storage Zones

IEEE Access

2023/1/2

ViT-A*: Legged Robot Path Planning using Vision Transformer A*

2023/12/12

Active Sensing for Data Quality Improvement in Model Learning

2023/10/3

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

Valerio Modugno
Valerio Modugno

H-Index: 5

Taking the First Step Toward Autonomous Quadruped Robots: The Quadruped Robot Challenge at ICRA 2023 in London [Competitions]

IEEE Robotics & Automation Magazine

2023/9/19

A survey on control of humanoid fall over

Robotics and Autonomous Systems

2023/8/1

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

Jinoh Lee
Jinoh Lee

H-Index: 2

Your Value Function is a Control Barrier Function: Verification of Learned Policies using Control Theory

arXiv preprint arXiv:2306.04026

2023/6/6

Robert Mccarthy
Robert Mccarthy

H-Index: 45

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

End-to-End Stable Imitation Learning via Autonomous Neural Dynamic Policies

arXiv preprint arXiv:2305.12886

2023/5/22

Learning Needle Pick-And-Place without expert demonstrations

IEEE Robotics and Automation Letters

2023/4/12

Sensorimotor Learning with Stability Guarantees via Autonomous Neural Dynamic Policies

2023/3/22

Local Navigation Among Movable Obstacles with Deep Reinforcement Learning

arXiv preprint arXiv:2303.02407

2023/3/4

Body Extension by Using Two Mobile Manipulators

Cyborg and Bionic Systems

2023/3/17

Dimitrios Kanoulas
Dimitrios Kanoulas

H-Index: 13

Kensuke Harada
Kensuke Harada

H-Index: 29

Performance and Usability Evaluation Scheme for Mobile Manipulator Teleoperation

IEEE Transactions on Human-Machine Systems

2023/7/13

Behavior policy learning: Learning multi-stage tasks via solution sketches and model-based controllers

Frontiers in Robotics and AI

2022/10/12

See List of Professors in Dimitrios Kanoulas University(University College London)

Co-Authors

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