Showing 50 publications
A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search
Johnn S-N, Darvariu V-A, Handl J & Kalcsics J (2024), Computers & Operations Research, 172, 106791-106791
BibTeX
@article{agraphreinforce-2024/12,
title={A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search},
author={Johnn S-N, Darvariu V-A, Handl J & Kalcsics J},
journal={Computers & Operations Research},
volume={172},
number={106791},
pages={106791-106791},
publisher={Elsevier BV},
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
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"
}
S-RAF: a simulation-based robustness assessment framework for responsible autonomous driving
Omeiza D, Somaiya P, Pattinson J-A, Ten Holter C, Stilgoe J et al. (2024), Proceedings of the 2024 AAAI Fall Symposia, 4(1), 89-96
Touch-to-Touch Translation -- Learning the Mapping Between Heterogeneous Tactile Sensing Technologies
Grella F, Albini A, Cannata G & Maiolino P (2024)
BibTeX
@misc{touchtotouchtra-2024/11,
title={Touch-to-Touch Translation -- Learning the Mapping Between Heterogeneous Tactile Sensing Technologies},
author={Grella F, Albini A, Cannata G & Maiolino P},
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"
}
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies
Pisacane A, Darvariu V-A & Musolesi M (2024)
BibTeX
@inproceedings{reinforcementle-2024/11,
title={Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies},
author={Pisacane A, Darvariu V-A & Musolesi M},
booktitle={Third Learning on Graphs Conference (LoG 2024)},
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"
}
CERES: Critical-Event Reconstruction via Temporal Scene Graph Completion
Panagiotaki E, Pramatarov G, Kunze L & De Martini D (2024)
BibTeX
@misc{cerescriticalev-2024/10,
title={CERES: Critical-Event Reconstruction via Temporal Scene Graph Completion},
author={Panagiotaki E, Pramatarov G, Kunze L & De Martini D},
year = "2024"
}
NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms
Panagiotaki E, De Martini D, Kunze L & Veli??kovi?? P (2024)
BibTeX
@misc{naricpneuralexe-2024/10,
title={NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms},
author={Panagiotaki E, De Martini D, Kunze L & Veli??kovi?? P},
year = "2024"
}
Reinforcement Learning Controllers for Soft Robots using Learned Environments
Berdica U, Jackson M, Veronese NE, Foerster J & Maiolino P (2024)
BibTeX
@misc{reinforcementle-2024/10,
title={Reinforcement Learning Controllers for Soft Robots using Learned Environments},
author={Berdica U, Jackson M, Veronese NE, Foerster J & Maiolino P},
year = "2024"
}
Hierarchical planning for resource-constrained long-term monitoring missions in time-varying environments
Stephens R, Lacerda B & Hawes N (2024), ECAI 2024, 1214-1221
BibTeX
@inproceedings{hierarchicalpla-2024/10,
title={Hierarchical planning for resource-constrained long-term monitoring missions in time-varying environments},
author={Stephens R, Lacerda B & Hawes N},
booktitle={27th European Conference on Artificial Intelligence (ECAI 2024)},
pages={1214-1221},
year = "2024"
}
Hierarchical planning for resource-constrained long-term monitoring missions in time-varying environments
Stephens R, Lacerda B & Hawes N (2024), ECAI 2024, 1214-1221
BibTeX
@inproceedings{hierarchicalpla-2024/10,
title={Hierarchical planning for resource-constrained long-term monitoring missions in time-varying environments},
author={Stephens R, Lacerda B & Hawes N},
booktitle={27th European Conference on Artificial Intelligence (ECAI 2024)},
pages={1214-1221},
year = "2024"
}
Hierarchical planning for resource-constrained long-term monitoring missions in time-varying environments
Stephens R, Lacerda B & Hawes N (2024), ECAI 2024, 1214-1221
BibTeX
@inproceedings{hierarchicalpla-2024/10,
title={Hierarchical planning for resource-constrained long-term monitoring missions in time-varying environments},
author={Stephens R, Lacerda B & Hawes N},
booktitle={27th European Conference on Artificial Intelligence (ECAI 2024)},
pages={1214-1221},
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"
}
What's missing from this picture? Ethical, legal, and practical challenges for autonomous-vehicle data-recorders
Ten Holter C, Kunze L, Pattinson J-A, Salvini P, Attias J et al. (2024), TAS '24: Proceedings of the Second International Symposium on Trustworthy Autonomous Systems
BibTeX
@inproceedings{whatsmissingfro-2024/9,
title={What's missing from this picture? Ethical, legal, and practical challenges for autonomous-vehicle data-recorders},
author={Ten Holter C, Kunze L, Pattinson J-A, Salvini P, Attias J et al.},
booktitle={2nd International Symposium on Trustworthy Autonomous Systems (TAS 2024)},
year = "2024"
}
I can do anything with my AV data (but I won???t do that): public attitudes towards data recorders in self-driving cars
Pattinson J-A, Ten Holter C, Grieman K, Salvini P, Kunze L et al. (2024)
BibTeX
@inproceedings{icandoanythingw-2024/9,
title={I can do anything with my AV data (but I won???t do that): public attitudes towards data recorders in self-driving cars},
author={Pattinson J-A, Ten Holter C, Grieman K, Salvini P, Kunze L et al.},
booktitle={2nd International Symposium on Trustworthy Autonomous Systems (TAS 2024)},
year = "2024"
}
Morpho-mechanics of pressurized cellular sheets
Chandler TGJ, Ferria J, Shorthose O, Allain J-M, Maiolino P et al. (2024)
BibTeX
@misc{morphomechanics-2024/9,
title={Morpho-mechanics of pressurized cellular sheets},
author={Chandler TGJ, Ferria J, Shorthose O, Allain J-M, Maiolino P et al.},
year = "2024"
}
Safe and Effective Collaboration With a High-Payload Robot: A Framework Integrating Novel Hardware and Software Modules
Sidiropoulos A, Dimeas F, Papageorgiou D, Semetzidis TP, Doulgeri Z et al. (2024), IEEE Robotics & Automation Magazine, 31(3), 38-47
BibTeX
@article{safeandeffectiv-2024/9,
title={Safe and Effective Collaboration With a High-Payload Robot: A Framework Integrating Novel Hardware and Software Modules},
author={Sidiropoulos A, Dimeas F, Papageorgiou D, Semetzidis TP, Doulgeri Z et al.},
journal={IEEE Robotics & Automation Magazine},
volume={31},
pages={38-47},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
year = "2024"
}
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies
Pisacane A, Darvariu V-A & Musolesi M (2024)
BibTeX
@misc{reinforcementle-2024/9,
title={Reinforcement Learning Discovers Efficient Decentralized Graph Path
Search Strategies},
author={Pisacane A, Darvariu V-A & Musolesi M},
year = "2024"
}
LiSTA: geometric object-based change detection in cluttered environments
Rowell J, Zhang L & Fallon M (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 3632-3638
Tree instance segmentation and traits estimation for forestry environments exploiting LiDAR data collected by mobile robots
Malladi MVR, Guadagnino T, Lobefaro L, Mattamala M, Griess H et al. (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 17933-17940
BibTeX
@inproceedings{treeinstanceseg-2024/8,
title={Tree instance segmentation and traits estimation for forestry environments exploiting LiDAR data collected by mobile robots},
author={Malladi MVR, Guadagnino T, Lobefaro L, Mattamala M, Griess H et al.},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={17933-17940},
year = "2024"
}
Language-EXtended Indoor SLAM (LEXIS): a versatile system for real-time visual scene understanding
Kassab C, Mattamala Aravena ME, Zhang L & Fallon M (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 15988-15994
BibTeX
@inproceedings{languageextende-2024/8,
title={Language-EXtended Indoor SLAM (LEXIS): a versatile system for real-time visual scene understanding},
author={Kassab C, Mattamala Aravena ME, Zhang L & Fallon M},
booktitle={ 2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={15988-15994},
year = "2024"
}
SiLVR: scalable Lidar-visual reconstruction with neural radiance fields for robotic inspection
Tao Y, Bhalgat Y, Fu LFT, Mattamala M, Chebrolu N et al. (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 17983-17989
BibTeX
@inproceedings{silvrscalableli-2024/8,
title={SiLVR: scalable Lidar-visual reconstruction with neural radiance fields for robotic inspection},
author={Tao Y, Bhalgat Y, Fu LFT, Mattamala M, Chebrolu N et al.},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={17983-17989},
year = "2024"
}
Planning under uncertainty for safe robot exploration using Gaussian process prediction
Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al. (2024), Autonomous Robots, 48(7)
BibTeX
@article{planningunderun-2024/8,
title={Planning under uncertainty for safe robot exploration using Gaussian process prediction},
author={Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al.},
journal={Autonomous Robots},
volume={48},
number={18},
publisher={Springer},
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"
}
Robot-relay:building-wide, calibration-less visual servoing with learned sensor handover networks
Robinson L, Gadd M, Newman P & De Martini D (2024), Experimental Robotics: The 18th International Symposium, 129-140
BibTeX
@inproceedings{robotrelaybuild-2024/8,
title={Robot-relay:building-wide, calibration-less visual servoing with learned sensor handover networks},
author={Robinson L, Gadd M, Newman P & De Martini D},
booktitle={18th International Symposium on Experimental Robotics (ISER 2023)},
pages={129-140},
year = "2024"
}
VDNA-PR: using general dataset representations for robust sequential visual place recognition
Ramtoula B, De Martini D, Gadd M & Newman P (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 15883-15889
BibTeX
@inproceedings{vdnaprusinggene-2024/8,
title={VDNA-PR: using general dataset representations for robust sequential visual place recognition},
author={Ramtoula B, De Martini D, Gadd M & Newman P},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={15883-15889},
year = "2024"
}
What you see is what you get: experience ranking with deep neural dataset-to-dataset similarity for topological localisation
Gadd M, Ramtoula B, De Martini D & Newman P (2024), Experimental Robotics: The 18th International Symposium, 595-607
BibTeX
@inproceedings{whatyouseeiswha-2024/8,
title={What you see is what you get: experience ranking with deep neural dataset-to-dataset similarity for topological localisation},
author={Gadd M, Ramtoula B, De Martini D & Newman P},
booktitle={18th International Symposium on Experimental Robotics (ISER 2023)},
pages={595-607},
year = "2024"
}
That's my point: compact object-centric LiDAR pose estimation for large-scale outdoor localisation
Pramatarov G, Gadd M, Newman P & De Martini D (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 12276-12282
BibTeX
@inproceedings{thatsmypointcom-2024/8,
title={That's my point: compact object-centric LiDAR pose estimation for large-scale outdoor localisation},
author={Pramatarov G, Gadd M, Newman P & De Martini D},
booktitle={ 2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={12276-12282},
year = "2024"
}
Masked ??-SSL: learning uncertainty estimation via masked image modeling
Williams DSW, Gadd M, Newman P & De Martini D (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 16192-16198
BibTeX
@inproceedings{maskedssllearni-2024/8,
title={Masked ??-SSL: learning uncertainty estimation via masked image modeling},
author={Williams DSW, Gadd M, Newman P & De Martini D},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={16192-16198},
year = "2024"
}
OORD: the Oxford Offroad Radar Dataset
Gadd M, De Martini D, Bartlett O, Murcutt P, Towlson M et al. (2024), IEEE Transactions on Intelligent Transportation Systems, 25(11), 18779-18790
Robot-relay:building-wide, calibration-less visual servoing with learned sensor handover networks
Robinson L, Gadd M, Newman P & De Martini D (2024), Experimental Robotics: The 18th International Symposium, 129-140
BibTeX
@inproceedings{robotrelaybuild-2024/8,
title={Robot-relay:building-wide, calibration-less visual servoing with learned sensor handover networks},
author={Robinson L, Gadd M, Newman P & De Martini D},
booktitle={18th International Symposium on Experimental Robotics (ISER 2023)},
pages={129-140},
year = "2024"
}
Masked ??-SSL: learning uncertainty estimation via masked image modeling
Williams DSW, Gadd M, Newman P & De Martini D (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 16192-16198
BibTeX
@inproceedings{maskedssllearni-2024/8,
title={Masked ??-SSL: learning uncertainty estimation via masked image modeling},
author={Williams DSW, Gadd M, Newman P & De Martini D},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={16192-16198},
year = "2024"
}
VDNA-PR: using general dataset representations for robust sequential visual place recognition
Ramtoula B, De Martini D, Gadd M & Newman P (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 15883-15889
BibTeX
@inproceedings{vdnaprusinggene-2024/8,
title={VDNA-PR: using general dataset representations for robust sequential visual place recognition},
author={Ramtoula B, De Martini D, Gadd M & Newman P},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={15883-15889},
year = "2024"
}
What you see is what you get: experience ranking with deep neural dataset-to-dataset similarity for topological localisation
Gadd M, Ramtoula B, De Martini D & Newman P (2024), Experimental Robotics: The 18th International Symposium, 595-607
BibTeX
@inproceedings{whatyouseeiswha-2024/8,
title={What you see is what you get: experience ranking with deep neural dataset-to-dataset similarity for topological localisation},
author={Gadd M, Ramtoula B, De Martini D & Newman P},
booktitle={18th International Symposium on Experimental Robotics (ISER 2023)},
pages={595-607},
year = "2024"
}
That's my point: compact object-centric LiDAR pose estimation for large-scale outdoor localisation
Pramatarov G, Gadd M, Newman P & De Martini D (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 12276-12282
BibTeX
@inproceedings{thatsmypointcom-2024/8,
title={That's my point: compact object-centric LiDAR pose estimation for large-scale outdoor localisation},
author={Pramatarov G, Gadd M, Newman P & De Martini D},
booktitle={ 2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={12276-12282},
year = "2024"
}
OORD: the Oxford Offroad Radar Dataset
Gadd M, De Martini D, Bartlett O, Murcutt P, Towlson M et al. (2024), IEEE Transactions on Intelligent Transportation Systems, 25(11), 18779-18790
Robot-relay:building-wide, calibration-less visual servoing with learned sensor handover networks
Robinson L, Gadd M, Newman P & De Martini D (2024), Experimental Robotics: The 18th International Symposium, 129-140
BibTeX
@inproceedings{robotrelaybuild-2024/8,
title={Robot-relay:building-wide, calibration-less visual servoing with learned sensor handover networks},
author={Robinson L, Gadd M, Newman P & De Martini D},
booktitle={18th International Symposium on Experimental Robotics (ISER 2023)},
pages={129-140},
year = "2024"
}
VDNA-PR: using general dataset representations for robust sequential visual place recognition
Ramtoula B, De Martini D, Gadd M & Newman P (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 15883-15889
BibTeX
@inproceedings{vdnaprusinggene-2024/8,
title={VDNA-PR: using general dataset representations for robust sequential visual place recognition},
author={Ramtoula B, De Martini D, Gadd M & Newman P},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={15883-15889},
year = "2024"
}
What you see is what you get: experience ranking with deep neural dataset-to-dataset similarity for topological localisation
Gadd M, Ramtoula B, De Martini D & Newman P (2024), Experimental Robotics: The 18th International Symposium, 595-607
BibTeX
@inproceedings{whatyouseeiswha-2024/8,
title={What you see is what you get: experience ranking with deep neural dataset-to-dataset similarity for topological localisation},
author={Gadd M, Ramtoula B, De Martini D & Newman P},
booktitle={18th International Symposium on Experimental Robotics (ISER 2023)},
pages={595-607},
year = "2024"
}
That's my point: compact object-centric LiDAR pose estimation for large-scale outdoor localisation
Pramatarov G, Gadd M, Newman P & De Martini D (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 12276-12282
BibTeX
@inproceedings{thatsmypointcom-2024/8,
title={That's my point: compact object-centric LiDAR pose estimation for large-scale outdoor localisation},
author={Pramatarov G, Gadd M, Newman P & De Martini D},
booktitle={ 2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={12276-12282},
year = "2024"
}
Masked ??-SSL: learning uncertainty estimation via masked image modeling
Williams DSW, Gadd M, Newman P & De Martini D (2024), 2024 IEEE International Conference on Robotics and Automation (ICRA), 16192-16198
BibTeX
@inproceedings{maskedssllearni-2024/8,
title={Masked ??-SSL: learning uncertainty estimation via masked image modeling},
author={Williams DSW, Gadd M, Newman P & De Martini D},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
pages={16192-16198},
year = "2024"
}
OORD: the Oxford Offroad Radar Dataset
Gadd M, De Martini D, Bartlett O, Murcutt P, Towlson M et al. (2024), IEEE Transactions on Intelligent Transportation Systems, 25(11), 18779-18790
Toward Onboard Proportional Control of Multi-Chamber Soft Pneumatic Robots: A Magnetorheological Elastomer Valve Array.
Wang S, Zhang P, He L & Maiolino P (2024), Soft robotics, 11(4), 617-627
Planning under uncertainty for safe robot exploration using Gaussian process prediction
Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al. (2024), Autonomous Robots, 48(7)
BibTeX
@article{planningunderun-2024/8,
title={Planning under uncertainty for safe robot exploration using Gaussian process prediction},
author={Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al.},
journal={Autonomous Robots},
volume={48},
number={18},
publisher={Springer},
year = "2024"
}
A Transparency Paradox? Investigating the Impact of Explanation Specificity and Autonomous Vehicle Perceptual Inaccuracies on Passengers
Omeiza D, Bhattacharyya R, Jirotka M, Hawes N & Kunze L (2024)
Planning under uncertainty for safe robot exploration using Gaussian process prediction
Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al. (2024), Autonomous Robots, 48(7)
BibTeX
@article{planningunderun-2024/8,
title={Planning under uncertainty for safe robot exploration using Gaussian process prediction},
author={Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al.},
journal={Autonomous Robots},
volume={48},
number={18},
publisher={Springer},
year = "2024"
}
Dissociating Cerebellar Regions Involved in Formulating and Articulating Words and Sentences.
Parker Jones O, Geva S, Prejawa S, Hope TMH, Oberhuber M et al. (2024), Neurobiology of language (Cambridge, Mass.), 5(3), 795-817
BibTeX
@article{dissociatingcer-2024/8,
title={Dissociating Cerebellar Regions Involved in Formulating and Articulating Words and Sentences.},
author={Parker Jones O, Geva S, Prejawa S, Hope TMH, Oberhuber M et al.},
journal={Neurobiology of language (Cambridge, Mass.)},
volume={5},
pages={795-817},
publisher={MIT Press},
year = "2024"
}
Planning under uncertainty for safe robot exploration using Gaussian process prediction
Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al. (2024), Autonomous Robots, 48(7)
BibTeX
@article{planningunderun-2024/8,
title={Planning under uncertainty for safe robot exploration using Gaussian process prediction},
author={Stephens A, Budd M, Staniaszek M, Casseau B, Duckworth P et al.},
journal={Autonomous Robots},
volume={48},
number={18},
publisher={Springer},
year = "2024"
}