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Alexander L Mitchell
Alexander L Mitchell
在 robots.ox.ac.uk 的电子邮件经过验证
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Guided constrained policy optimization for dynamic quadrupedal robot locomotion
S Gangapurwala, A Mitchell, I Havoutis
IEEE Robotics and Automation Letters 5 (2), 3642-3649, 2020
682020
First steps: Latent-space control with semantic constraints for quadruped locomotion
AL Mitchell, M Engelcke, OP Jones, D Surovik, S Gangapurwala, O Melon, ...
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
122020
Vae-loco: Versatile quadruped locomotion by learning a disentangled gait representation
AL Mitchell, WX Merkt, M Geisert, S Gangapurwala, M Engelcke, ...
IEEE Transactions on Robotics 39 (5), 3805-3820, 2023
82023
Next steps: Learning a disentangled gait representation for versatile quadruped locomotion
AL Mitchell, W Merkt, M Geisert, S Gangapurwala, M Engelcke, OP Jones, ...
2022 International Conference on Robotics and Automation (ICRA), 10564-10570, 2022
62022
Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion
AL Mitchell, W Merkt, A Papatheodorou, I Havoutis, I Posner
arXiv preprint arXiv:2405.19452, 2024
22024
Offline Adaptation of Quadruped Locomotion using Diffusion Models
R O'Mahoney, AL Mitchell, W Yu, I Posner, I Havoutis
arXiv preprint arXiv:2411.08832, 2024
12024
Momentum-Aware Trajectory Optimisation using Full-Centroidal Dynamics and Implicit Inverse Kinematics
A Papatheodorou, W Merkt, AL Mitchell, I Havoutis
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2024
12024
Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning
V Atanassov, W Yu, AL Mitchell, MN Finean, I Havoutis
arXiv preprint arXiv:2410.07877, 2024
12024
Oscillating latent dynamics in robot systems during walking and reaching
O Parker Jones, AL Mitchell, J Yamada, W Merkt, M Geisert, I Havoutis, ...
Scientific Reports 14 (1), 11434, 2024
12024
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping
J Yamada, AL Mitchell, J Collins, I Posner
arXiv preprint arXiv:2502.08054, 2025
2025
Learning and planning in structured latent spaces for legged robot locomotion
AL Mitchell
University of Oxford, 2024
2024
Towards Agility: A Momentum Aware Trajectory Optimisation Framework using Full-Centroidal Dynamics & Implicit Inverse Kinematics
A Papatheodorou, W Merkt, AL Mitchell, I Havoutis
CoRR, 2023
2023
From Primates to Robots: Emerging Oscillatory Latent-Space Dynamics for Sensorimotor Control
AL Mitchell, OP Jones, J Yamada, W Merkt, I Havoutis, I Posner
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