Ioannis Havoutis

Ioannis Havoutis

University of Oxford

H-index: 25

Europe-United Kingdom

About Ioannis Havoutis

Ioannis Havoutis, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Robotics, Machine Learning, Legged Robotics.

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

Curriculum-Based Reinforcement Learning for Quadrupedal Jumping: A Reference-free Design

Leveraging scene embeddings for gradient-based motion planning in latent space

Asymptotically optimized multi-surface coverage path planning for loco-manipulation in inspection and monitoring

Learning low-frequency motion control for robust and dynamic robot locomotion

Motion planning in dynamic environments using context-aware human trajectory prediction

Roloma: Robust loco-manipulation for quadruped robots with arms

You only look at one: Category-level object representations for pose estimation from a single example

VAE-Loco: Versatile quadruped locomotion by learning a disentangled gait representation

Ioannis Havoutis Information

University

Position

Oxford Robotics Institute

Citations(all)

2081

Citations(since 2020)

1586

Cited By

959

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

46

i10Index(since 2020)

38

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Ioannis Havoutis Skills & Research Interests

Robotics

Machine Learning

Legged Robotics

Top articles of Ioannis Havoutis

Title

Journal

Author(s)

Publication Date

Curriculum-Based Reinforcement Learning for Quadrupedal Jumping: A Reference-free Design

arXiv preprint arXiv:2401.16337

Vassil Atanassov

Jiatao Ding

Jens Kober

Ioannis Havoutis

Cosimo Della Santina

2024/1/29

Leveraging scene embeddings for gradient-based motion planning in latent space

Jun Yamada

Chia-Man Hung

Jack Collins

Ioannis Havoutis

Ingmar Posner

2022

Asymptotically optimized multi-surface coverage path planning for loco-manipulation in inspection and monitoring

Kim Tien Ly

Matthew Munks

Wolfgang Merkt

Ioannis Havoutis

2023/8/26

Learning low-frequency motion control for robust and dynamic robot locomotion

Siddhant Gangapurwala

Luigi Campanaro

Ioannis Havoutis

2023/5/29

Motion planning in dynamic environments using context-aware human trajectory prediction

Robotics and autonomous systems

Mark Nicholas Finean

Luka Petrović

Wolfgang Merkt

Ivan Marković

Ioannis Havoutis

2023/8/1

Roloma: Robust loco-manipulation for quadruped robots with arms

Autonomous Robots

Henrique Ferrolho

Vladimir Ivan

Wolfgang Merkt

Ioannis Havoutis

Sethu Vijayakumar

2023/12

You only look at one: Category-level object representations for pose estimation from a single example

arXiv preprint arXiv:2305.12626

Walter Goodwin

Ioannis Havoutis

Ingmar Posner

2023/5/22

VAE-Loco: Versatile quadruped locomotion by learning a disentangled gait representation

arXiv preprint arXiv:2205.01179

Alexander L Mitchell

Wolfgang Merkt

Mathieu Geisert

Siddhant Gangapurwala

Martin Engelcke

...

2022/5/2

Gaitor: Learning a Unified Representation for Continuous Gait Transition and Terrain Traversal for Quadruped Robots

Alexander Luis Mitchell

Wolfgang Merkt

Aristotelis Papatheodorou

Ioannis Havoutis

Ingmar Posner

2023/10/13

Perceptive locomotion through whole-body MPC and optimal region selection

arXiv preprint arXiv:2305.08926

Thomas Corbères

Carlos Mastalli

Wolfgang Merkt

Ioannis Havoutis

Maurice Fallon

...

2023/5/15

ORIon-UTBMan 2023 Team Description Paper

Samuel Sze

Ricardo Cannizzaro

Matthew Munks

Kim Tien Ly

Ana Deligny

...

2023/7/7

Towards Agility: A Momentum Aware Trajectory Optimisation Framework using Full-Centroidal Dynamics & Implicit Inverse Kinematics

arXiv preprint arXiv:2310.06074

Aristotelis Papatheodorou

Wolfgang Merkt

Alexander L Mitchell

Ioannis Havoutis

2023/10/9

Biconmp: A nonlinear model predictive control framework for whole body motion planning

IEEE Transactions on Robotics

Avadesh Meduri

Paarth Shah

Julian Viereck

Majid Khadiv

Ioannis Havoutis

...

2023/1/6

Roll-Drop: accounting for observation noise with a single parameter

Luigi Campanaro

Daniele De Martini

Siddhant Gangapurwala

Wolfgang Merkt

Ioannis Havoutis

2023/6/6

R-LGP: A Reachability-guided Logic-geometric Programming Framework for Optimal Task and Motion Planning on Mobile Manipulators

arXiv preprint arXiv:2310.02791

Kim Tien Ly

Valeriy Semenov

Mattia Risiglione

Wolfgang Merkt

Ioannis Havoutis

2023/10/4

Zero-shot category-level object pose estimation

Walter Goodwin

Sagar Vaze

Ioannis Havoutis

Ingmar Posner

2022/10/23

Agile maneuvers in legged robots: a predictive control approach

arXiv preprint arXiv:2203.07554

Carlos Mastalli

Wolfgang Merkt

Guiyang Xin

Jaehyun Shim

Michael Mistry

...

2022/3/14

Reaching through latent space: From joint statistics to path planning in manipulation

IEEE Robotics and Automation Letters

Chia-Man Hung

Shaohong Zhong

Walter Goodwin

Oiwi Parker Jones

Martin Engelcke

...

2022/2/23

Learning and deploying robust locomotion policies with minimal dynamics randomization

arXiv preprint arXiv:2209.12878

Luigi Campanaro

Siddhant Gangapurwala

Wolfgang Merkt

Ioannis Havoutis

2022/9/26

Next steps: Learning a disentangled gait representation for versatile quadruped locomotion

arXiv preprint arXiv:2112.04809

Alexander L Mitchell

Wolfgang Merkt

Mathieu Geisert

Siddhant Gangapurwala

Martin Engelcke

...

2021/12/9

See List of Professors in Ioannis Havoutis University(University of Oxford)

Co-Authors

H-index: 43
Ingmar Posner

Ingmar Posner

University of Oxford

H-index: 37
Maurice Fallon

Maurice Fallon

University of Oxford

H-index: 24
Andrea Del Prete

Andrea Del Prete

Università degli Studi di Trento

H-index: 16
Stéphane Bazeille

Stéphane Bazeille

Université de Haute-Alsace

H-index: 9
Mathieu Geisert

Mathieu Geisert

University of Oxford

H-index: 5
Siddhant Gangapurwala

Siddhant Gangapurwala

University of Oxford

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