Publications from the Dynamic Robot Systems Group at the Oxford Robotics Institute
Publications @ DRS-Control
Curriculum-based reinforcement learning for quadrupedal jumping: a reference-free design
Atanassov V, Ding J, Kober J, Havoutis I & Santina CD (2024), IEEE Robotics and Automation Magazine, 2-15
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"
}
Offline Adaptation of Quadruped Locomotion using Diffusion Models
O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I (2024)
BibTeX
@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"
}
Curriculum-based reinforcement learning for quadrupedal jumping: a reference-free design
Atanassov V, Ding J, Kober J, Havoutis I & Santina CD (2024), IEEE Robotics and Automation Magazine, 2-15
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"
}
Offline Adaptation of Quadruped Locomotion using Diffusion Models
O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I (2024)
BibTeX
@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"
}
Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning
Atanassov V, Yu W, Mitchell AL, Finean MN & Havoutis I (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"
}
Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning
Atanassov V, Yu W, Mitchell AL, Finean MN & Havoutis I (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"
}
InteLiPlan: Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy
Ly KT, Lu K & Havoutis I (2024)
BibTeX
@misc{inteliplaninter-2024/9,
title={InteLiPlan: Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy},
author={Ly KT, Lu K & Havoutis I},
year = "2024"
}
InteLiPlan: Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy
Ly KT, Lu K & Havoutis I (2024)
BibTeX
@misc{inteliplaninter-2024/9,
title={InteLiPlan: Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy},
author={Ly KT, Lu K & Havoutis I},
year = "2024"
}
R-LGP: a reachability-guided logic-geometric programming framework for optimal task and motion planning on mobile manipulators
Ly KT, Semenov V, Risiglione M, Merkt W & Havoutis I (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 14917-14923
BibTeX
@inproceedings{rlgpareachabili-2024/8,
title={R-LGP: a reachability-guided logic-geometric programming framework for optimal task and motion planning on mobile manipulators},
author={Ly KT, Semenov V, Risiglione M, Merkt W & Havoutis I},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={14917-14923},
year = "2024"
}
R-LGP: a reachability-guided logic-geometric programming framework for optimal task and motion planning on mobile manipulators
Ly KT, Semenov V, Risiglione M, Merkt W & Havoutis I (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 14917-14923
BibTeX
@inproceedings{rlgpareachabili-2024/8,
title={R-LGP: a reachability-guided logic-geometric programming framework for optimal task and motion planning on mobile manipulators},
author={Ly KT, Semenov V, Risiglione M, Merkt W & Havoutis I},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={14917-14923},
year = "2024"
}
Learning and deploying robust locomotion policies with minimal dynamics randomization
Campanaro L, Gangapurwala S, Merkt W & Havoutis I (2024), Proceedings of the 6th Annual Learning for Dynamics and Control Conference, 578-590
BibTeX
@inproceedings{learninganddepl-2024/7,
title={Learning and deploying robust locomotion policies with minimal dynamics randomization},
author={Campanaro L, Gangapurwala S, Merkt W & Havoutis I},
booktitle={6th Annual Learning for Dynamics and Control Conference (L4DC 2024)},
pages={578-590},
year = "2024"
}
Learning and deploying robust locomotion policies with minimal dynamics randomization
Campanaro L, Gangapurwala S, Merkt W & Havoutis I (2024), Proceedings of the 6th Annual Learning for Dynamics and Control Conference, 578-590
BibTeX
@inproceedings{learninganddepl-2024/7,
title={Learning and deploying robust locomotion policies with minimal dynamics randomization},
author={Campanaro L, Gangapurwala S, Merkt W & Havoutis I},
booktitle={6th Annual Learning for Dynamics and Control Conference (L4DC 2024)},
pages={578-590},
year = "2024"
}
Adaptive Manipulation using Behavior Trees
Cloete J, Merkt W & Havoutis I (2024)
BibTeX
@misc{adaptivemanipul-2024/6,
title={Adaptive Manipulation using Behavior Trees},
author={Cloete J, Merkt W & Havoutis I},
year = "2024"
}
Adaptive Manipulation using Behavior Trees
Cloete J, Merkt W & Havoutis I (2024)
BibTeX
@misc{adaptivemanipul-2024/6,
title={Adaptive Manipulation using Behavior Trees},
author={Cloete J, Merkt W & Havoutis I},
year = "2024"
}
Oscillating latent dynamics in robot systems during walking and reaching
Parker Jones O, Mitchell A, Yamada J, Merkt W, Geisert M et al. (2024), Scientific Reports, 14(1)
BibTeX
@article{oscillatinglate-2024/5,
title={Oscillating latent dynamics in robot systems during walking and reaching},
author={Parker Jones O, Mitchell A, Yamada J, Merkt W, Geisert M et al.},
journal={Scientific Reports},
volume={14},
number={11434},
publisher={Springer Nature},
year = "2024"
}
Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion
Mitchell AL, Merkt W, Papatheodorou A, Havoutis I & Posner I (2024)
BibTeX
@misc{gaitorlearninga-2024/5,
title={Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion},
author={Mitchell AL, Merkt W, Papatheodorou A, Havoutis I & Posner I},
year = "2024"
}
Oscillating latent dynamics in robot systems during walking and reaching
Parker Jones O, Mitchell A, Yamada J, Merkt W, Geisert M et al. (2024), Scientific Reports, 14(1)
BibTeX
@article{oscillatinglate-2024/5,
title={Oscillating latent dynamics in robot systems during walking and reaching},
author={Parker Jones O, Mitchell A, Yamada J, Merkt W, Geisert M et al.},
journal={Scientific Reports},
volume={14},
number={11434},
publisher={Springer Nature},
year = "2024"
}
Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion
Mitchell AL, Merkt W, Papatheodorou A, Havoutis I & Posner I (2024)
BibTeX
@misc{gaitorlearninga-2024/5,
title={Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion},
author={Mitchell AL, Merkt W, Papatheodorou A, Havoutis I & Posner I},
year = "2024"
}
Curriculum-Based Reinforcement Learning for Quadrupedal Jumping: A Reference-free Design
Atanassov V, Ding J, Kober J, Havoutis I & Della Santina C (2024)
BibTeX
@misc{curriculumbased-2024/1,
title={Curriculum-Based Reinforcement Learning for Quadrupedal Jumping: A Reference-free Design},
author={Atanassov V, Ding J, Kober J, Havoutis I & Della Santina C},
year = "2024"
}
Curriculum-Based Reinforcement Learning for Quadrupedal Jumping: A Reference-free Design
Atanassov V, Ding J, Kober J, Havoutis I & Della Santina C (2024)
BibTeX
@misc{curriculumbased-2024/1,
title={Curriculum-Based Reinforcement Learning for Quadrupedal Jumping: A Reference-free Design},
author={Atanassov V, Ding J, Kober J, Havoutis I & Della Santina C},
year = "2024"
}