Alexander L Mitchell

Alexander L Mitchell

University of Oxford

H-index: 3

Europe-United Kingdom

About Alexander L Mitchell

Alexander L Mitchell, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Machine Learning, Robotics.

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

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

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

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

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

First steps: Latent-space control with semantic constraints for quadruped locomotion

Guided constrained policy optimization for dynamic quadrupedal robot locomotion

Alexander L Mitchell Information

University

Position

DPhil candidate

Citations(all)

57

Citations(since 2020)

57

Cited By

5

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Alexander L Mitchell Skills & Research Interests

Machine Learning

Robotics

Top articles of Alexander L Mitchell

Title

Journal

Author(s)

Publication Date

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

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

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

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

First steps: Latent-space control with semantic constraints for quadruped locomotion

International Conference on Intelligent Robots and Systems (IROS)

A.L. Mitchell

M. Engelcke

O. Parker Jones

I. Surovik

D.

...

2020

Guided constrained policy optimization for dynamic quadrupedal robot locomotion

IEEE Robotics and Automation Letters

Siddhant Gangapurwala

Alexander Mitchell

Ioannis Havoutis

2020/3/9

See List of Professors in Alexander L Mitchell University(University of Oxford)