Publications from the Dynamic Robot Systems Group at the Oxford Robotics Institute

@misc{improvingtrajec-2025/5,
  title={Improving Trajectory Stitching with Flow Models},
  author={O'Mahoney R, Yu W & Havoutis I},
  year = "2025"
}

@misc{neuralassociati-2025/5,
  title={Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires},
  author={Mahajan P, Tang M, Li TE, Havoutis I & Seymour B},
  year = "2025"
}

@misc{referencefreepl-2025/5,
  title={Reference Free Platform Adaptive Locomotion for Quadrupedal Robots using a Dynamics Conditioned Policy},
  author={Rytz D, Choi S, Yu W, Merkt W, Hwangbo J et al.},
  year = "2025"
}

@misc{improvingtrajec-2025/5,
  title={Improving Trajectory Stitching with Flow Models},
  author={O'Mahoney R, Yu W & Havoutis I},
  year = "2025"
}

@misc{neuralassociati-2025/5,
  title={Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires},
  author={Mahajan P, Tang M, Li TE, Havoutis I & Seymour B},
  year = "2025"
}

@misc{referencefreepl-2025/5,
  title={Reference Free Platform Adaptive Locomotion for Quadrupedal Robots using a Dynamics Conditioned Policy},
  author={Rytz D, Choi S, Yu W, Merkt W, Hwangbo J et al.},
  year = "2025"
}

@misc{discoveryofskil-2025/2,
  title={Discovery of skill switching criteria for learning agile quadruped locomotion},
  author={Yu W, Acero F, Atanassov V, Yang C, Havoutis I et al.},
  year = "2025"
}

BibTeX

@misc{metasymasymplec-2025/2,
  title={MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence},
  author={Vaidhyanathan P, Papatheodorou A, Mitchison MT, Ares N & Havoutis I},
  year = "2025"
}

@misc{discoveryofskil-2025/2,
  title={Discovery of skill switching criteria for learning agile quadruped locomotion},
  author={Yu W, Acero F, Atanassov V, Yang C, Havoutis I et al.},
  year = "2025"
}

BibTeX

@misc{metasymasymplec-2025/2,
  title={MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence},
  author={Vaidhyanathan P, Papatheodorou A, Mitchison MT, Ares N & Havoutis I},
  year = "2025"
}

BibTeX

@inproceedings{momentumawaretr-2024/12,
  title={Momentum-aware trajectory optimisation using full-centroidal dynamics and implicit inverse kinematics},
  author={Papatheodorou A, Merkt W, Mitchell AL & Havoutis I},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={11940-11947},
  year = "2024"
}

BibTeX

@inproceedings{momentumawaretr-2024/12,
  title={Momentum-aware trajectory optimisation using full-centroidal dynamics and implicit inverse kinematics},
  author={Papatheodorou A, Merkt W, Mitchell AL & Havoutis I},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={11940-11947},
  year = "2024"
}

BibTeX

@article{curriculumbased-2024/11,
  title={Curriculum-based reinforcement learning for quadrupedal jumping: a reference-free design},
  author={Atanassov V, Ding J, Kober J, Havoutis I & Santina CD},
  journal={IEEE Robotics and Automation Magazine},
  pages={2-15},
  publisher={IEEE},
  year = "2024"
}

@misc{offlineadaptati-2024/11,
  title={Offline Adaptation of Quadruped Locomotion using Diffusion Models},
  author={O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I},
  year = "2024"
}

BibTeX

@article{curriculumbased-2024/11,
  title={Curriculum-based reinforcement learning for quadrupedal jumping: a reference-free design},
  author={Atanassov V, Ding J, Kober J, Havoutis I & Santina CD},
  journal={IEEE Robotics and Automation Magazine},
  pages={2-15},
  publisher={IEEE},
  year = "2024"
}

@misc{offlineadaptati-2024/11,
  title={Offline Adaptation of Quadruped Locomotion using Diffusion Models},
  author={O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I},
  year = "2024"
}

BibTeX

@misc{constrainedskil-2024/10,
  title={Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning},
  author={Atanassov V, Yu W, Mitchell AL, Finean MN & Havoutis I},
  year = "2024"
}

BibTeX

@inproceedings{learninggeneral-2024/10,
  title={Learning generalizable manipulation policy with adapter-based parameter fine-tuning},
  author={Lu K, Ly KT, Hebberd W, Zhou K, Havoutis I et al.},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={13510-13517},
  year = "2024"
}

BibTeX

@misc{constrainedskil-2024/10,
  title={Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning},
  author={Atanassov V, Yu W, Mitchell AL, Finean MN & Havoutis I},
  year = "2024"
}

BibTeX

@inproceedings{learninggeneral-2024/10,
  title={Learning generalizable manipulation policy with adapter-based parameter fine-tuning},
  author={Lu K, Ly KT, Hebberd W, Zhou K, Havoutis I et al.},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={13510-13517},
  year = "2024"
}