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Showing 50 publications by Daniele De Martini, Bruno Lacerda, Oiwi Parker Jones, Alessandro Albini, Nived Chebrolu, Paul Newman, Maurice Fallon, Perla Maiolino, Ingmar Posner, Nick Hawes, Ioannis Havoutis, Lars Kunze

Experimental drought reduces the productivity and stability of a recovering calcareous grassland

Jackson J, Middleton SL, Lawson CS, Jardine E, Hawes N et al. (2023)

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@misc{experimentaldro-2023/7,
  title={Experimental drought reduces the productivity and stability of a recovering calcareous grassland},
  author={Jackson J, Middleton SL, Lawson CS, Jardine E, Hawes N et al.},
  year = "2023"
}

Textual explanations for automated commentary driving

Kühn MA, Omeiza D & Kunze L (2023), 2023 IEEE Intelligent Vehicles Symposium (IV)

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@inproceedings{textualexplanat-2023/7,
  title={Textual explanations for automated commentary driving},
  author={Kühn MA, Omeiza D & Kunze L},
  booktitle={IEEE Symposium on Intelligent Vehicle},
  year = "2023"
}

Multi-unit auctions for allocating chance-constrained resources

Gautier AL, Lacerda B, Hawes N & Wooldridge M (2023), 37(10), 11560-11568

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@inproceedings{multiunitauctio-2023/6,
  title={Multi-unit auctions for allocating chance-constrained resources},
  author={Gautier AL, Lacerda B, Hawes N & Wooldridge M},
  booktitle={37th AAAI Conference on Artificial Intelligence (AAAI 2023)},
  pages={11560-11568},
  year = "2023"
}

Motion planning in dynamic environments using context-aware human trajectory prediction

Finean MN, Petrović L, Merkt W, Marković I & Havoutis I (2023), Robotics and Autonomous Systems, 104450-104450

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@article{motionplanningi-2023/5,
  title={Motion planning in dynamic environments using context-aware human trajectory prediction},
  author={Finean MN, Petrović L, Merkt W, Marković I & Havoutis I},
  journal={Robotics and Autonomous Systems},
  number={104450},
  pages={104450-104450},
  publisher={Elsevier BV},
  year = "2023"
}

RAMBO-RL: robust adversarial model-based offline reinforcement learning

Rigter M, Lacerda B & Hawes N (2023), Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

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@inproceedings{ramborlrobustad-2023/4,
  title={RAMBO-RL: robust adversarial model-based offline reinforcement learning},
  author={Rigter M, Lacerda B & Hawes N},
  booktitle={36th Conference on Neural Information Processing Systems (NeurIPS 2022)},
  year = "2023"
}

DITTO: Offline Imitation Learning with World Models

DeMoss B, Duckworth P, Hawes N & Posner I (2023)

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@misc{dittoofflineimi-2023/2,
  title={DITTO: Offline Imitation Learning with World Models},
  author={DeMoss B, Duckworth P, Hawes N & Posner I},
  year = "2023"
}

DITTO: Offline Imitation Learning with World Models

DeMoss B, Duckworth P, Hawes N & Posner I (2023)

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@misc{dittoofflineimi-2023/2,
  title={DITTO: Offline Imitation Learning with World Models},
  author={DeMoss B, Duckworth P, Hawes N & Posner I},
  year = "2023"
}

Point-based metric and topological localisation between lidar and overhead imagery

Tang TY, De Martini D & Newman P (2023), AUTONOMOUS ROBOTS

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@article{pointbasedmetri-2023/1,
  title={Point-based metric and topological localisation between lidar and overhead imagery},
  author={Tang TY, De Martini D & Newman P},
  journal={AUTONOMOUS ROBOTS},
  year = "2023"
}

EDAMS: An Encoder-Decoder Architecture for Multi-grasp Soft Sensing Object Recognition

Shorthose O, Albini A, Scimeca L, He L & Maiolino P (2023), 2023 IEEE International Conference on Soft Robotics, RoboSoft 2023

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@inproceedings{edamsanencoderd-2023/1,
  title={EDAMS: An Encoder-Decoder Architecture for Multi-grasp Soft Sensing Object Recognition},
  author={Shorthose O, Albini A, Scimeca L, He L & Maiolino P},
  year = "2023"
}

Safe and Effective Collaboration With a High-Payload Robot: A Framework Integrating Novel Hardware and Software Modules

Sidiropoulos A, Dimeas F, Papageorgiou D, Prapavesis Semetzidis T, Doulgeri Z et al. (2023), IEEE Robotics and Automation Magazine

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@article{safeandeffectiv-2023/1,
  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, Prapavesis Semetzidis T, Doulgeri Z et al.},
  journal={IEEE Robotics and Automation Magazine},
  year = "2023"
}

Point-based metric and topological localisation between lidar and overhead imagery

Tang TY, De Martini D & Newman P (2023), AUTONOMOUS ROBOTS

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@article{pointbasedmetri-2023/1,
  title={Point-based metric and topological localisation between lidar and overhead imagery},
  author={Tang TY, De Martini D & Newman P},
  journal={AUTONOMOUS ROBOTS},
  year = "2023"
}

Observability-aware online multi-lidar extrinsic calibration

Das S, Klinteberg LA, Fallon M & Chatterjee S (2023), IEEE Robotics and Automation Letters

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@article{observabilityaw-2023/1,
  title={Observability-aware online multi-lidar extrinsic calibration},
  author={Das S, Klinteberg LA, Fallon M & Chatterjee S},
  journal={IEEE Robotics and Automation Letters},
  year = "2023"
}

You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example

Goodwin W, Havoutis I & Posner I (2023), Proceedings of Machine Learning Research, 205, 1435-1445

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@inproceedings{youonlylookaton-2023/1,
  title={You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example},
  author={Goodwin W, Havoutis I & Posner I},
  pages={1435-1445},
  year = "2023"
}

Leveraging Scene Embeddings for Gradient-Based Motion Planning in Latent Space

Yamada J, Hung CM, Collins J, Havoutis I & Posner I (2023), Proceedings - IEEE International Conference on Robotics and Automation, 2023-May, 5674-5680

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@inproceedings{leveragingscene-2023/1,
  title={Leveraging Scene Embeddings for Gradient-Based Motion Planning in Latent Space},
  author={Yamada J, Hung CM, Collins J, Havoutis I & Posner I},
  pages={5674-5680},
  year = "2023"
}

BiConMP: a nonlinear model predictive control framework for whole body motion planning

Meduri A, Shah P, Viereck J, Khadiv M, Havoutis I et al. (2023), IEEE Transactions on Robotics, 1-18

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@article{biconmpanonline-2023/1,
  title={BiConMP: a nonlinear model predictive control framework for whole body motion planning},
  author={Meduri A, Shah P, Viereck J, Khadiv M, Havoutis I et al.},
  journal={IEEE Transactions on Robotics},
  pages={1-18},
  publisher={IEEE},
  year = "2023"
}

You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example

Goodwin W, Havoutis I & Posner I (2023), Proceedings of Machine Learning Research, 205, 1435-1445

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BibTeX
@inproceedings{youonlylookaton-2023/1,
  title={You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example},
  author={Goodwin W, Havoutis I & Posner I},
  pages={1435-1445},
  year = "2023"
}

Leveraging Scene Embeddings for Gradient-Based Motion Planning in Latent Space

Yamada J, Hung CM, Collins J, Havoutis I & Posner I (2023), Proceedings - IEEE International Conference on Robotics and Automation, 2023-May, 5674-5680

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@inproceedings{leveragingscene-2023/1,
  title={Leveraging Scene Embeddings for Gradient-Based Motion Planning in Latent Space},
  author={Yamada J, Hung CM, Collins J, Havoutis I & Posner I},
  pages={5674-5680},
  year = "2023"
}

Learning Low-Frequency Motion Control for Robust and Dynamic Robot Locomotion

Gangapurwala S, Campanaro L & Havoutis I (2023), Proceedings - IEEE International Conference on Robotics and Automation, 2023-May, 5085-5091

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@inproceedings{learninglowfreq-2023/1,
  title={Learning Low-Frequency Motion Control for Robust and Dynamic Robot Locomotion},
  author={Gangapurwala S, Campanaro L & Havoutis I},
  pages={5085-5091},
  year = "2023"
}

Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour

Howard R & Kunze L (2023), IEEE Intelligent Vehicles Symposium, Proceedings, 2023-June

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@inproceedings{simulationbased-2023/1,
  title={Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour},
  author={Howard R & Kunze L},
  year = "2023"
}

Tactile-Based Human-Robot Collaboration: A Performance Analysis

Grella F, Canale R, Giovinazzo F, Albini A & Cannata G (2023), ADVANCES IN SYSTEM-INTEGRATED INTELLIGENCE, SYSINT 2022, 546, 437-445

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@inproceedings{tactilebasedhum-2023/,
  title={Tactile-Based Human-Robot Collaboration: A Performance Analysis},
  author={Grella F, Canale R, Giovinazzo F, Albini A & Cannata G},
  pages={437-445},
  year = "2023"
}

Rubber-Like Soft Lattice Structure for Anti-Ballooning in Fluidic Elastic Soft Robots

He L, Wang S & Maiolino P (2023), ADVANCED ENGINEERING MATERIALS

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@article{rubberlikesoftl-2023/,
  title={Rubber-Like Soft Lattice Structure for Anti-Ballooning in Fluidic Elastic Soft Robots},
  author={He L, Wang S & Maiolino P},
  journal={ADVANCED ENGINEERING MATERIALS},
  year = "2023"
}

Rubber-Like Soft Lattice Structure for Anti-Ballooning in Fluidic Elastic Soft Robots

He L, Wang S & Maiolino P (2023), ADVANCED ENGINEERING MATERIALS

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@article{rubberlikesoftl-2023/,
  title={Rubber-Like Soft Lattice Structure for Anti-Ballooning in Fluidic Elastic Soft Robots},
  author={He L, Wang S & Maiolino P},
  journal={ADVANCED ENGINEERING MATERIALS},
  year = "2023"
}

VAE-Loco: Versatile Quadruped Locomotion by Learning a Disentangled Gait Representation

Mitchell AL, Merkt WX, Geisert M, Gangapurwala S, Engelcke M et al. (2023), IEEE Transactions on Robotics, 1-16

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@article{vaelocoversatil-2023/,
  title={VAE-Loco: Versatile Quadruped Locomotion by Learning a Disentangled Gait Representation},
  author={Mitchell AL, Merkt WX, Geisert M, Gangapurwala S, Engelcke M et al.},
  journal={IEEE Transactions on Robotics},
  pages={1-16},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2023"
}

VAE-Loco: Versatile Quadruped Locomotion by Learning a Disentangled Gait Representation

Mitchell AL, Merkt WX, Geisert M, Gangapurwala S, Engelcke M et al. (2023), IEEE Transactions on Robotics, 1-16

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@article{vaelocoversatil-2023/,
  title={VAE-Loco: Versatile Quadruped Locomotion by Learning a Disentangled Gait Representation},
  author={Mitchell AL, Merkt WX, Geisert M, Gangapurwala S, Engelcke M et al.},
  journal={IEEE Transactions on Robotics},
  pages={1-16},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2023"
}

A Surrogate Model Based on a Finite Element Model of Abdomen for Real-Time Visualisation of Tissue Stress during Physical Examination Training.

Leong F, Lai CY, Khosroshahi SF, He L, de Lusignan S et al. (2022), Bioengineering (Basel, Switzerland), 9(11), 687

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@article{asurrogatemodel-2022/11,
  title={A Surrogate Model Based on a Finite Element Model of Abdomen for Real-Time Visualisation of Tissue Stress during Physical Examination Training.},
  author={Leong F, Lai CY, Khosroshahi SF, He L, de Lusignan S et al.},
  journal={Bioengineering (Basel, Switzerland)},
  volume={9},
  pages={687},
  year = "2022"
}

Towards real-time forest inventory using handheld LiDAR

Proudman A, Ramezani M, Digumarti ST, Chebrolu N & Fallon M (2022), Robotics and Autonomous Systems, 157

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@article{towardsrealtime-2022/11,
  title={Towards real-time forest inventory using handheld LiDAR},
  author={Proudman A, Ramezani M, Digumarti ST, Chebrolu N & Fallon M},
  journal={Robotics and Autonomous Systems},
  volume={157},
  year = "2022"
}

Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning

Parsons C, Albini A, De Martini D & Maiolino P (2022), IEEE Robotics and Automation magazine

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@article{visuotactilerec-2022/10,
  title={Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning},
  author={Parsons C, Albini A, De Martini D & Maiolino P},
  journal={IEEE Robotics and Automation magazine},
  publisher={IEEE},
  year = "2022"
}

RaVÆn: unsupervised change detection of extreme events using ML on-board satellites.

Růžička V, Vaughan A, De Martini D, Fulton J, Salvatelli V et al. (2022), Scientific reports, 12(1), 16939

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@article{ravnunsupervise-2022/10,
  title={RaVÆn: unsupervised change detection of extreme events using ML on-board satellites.},
  author={Růžička V, Vaughan A, De Martini D, Fulton J, Salvatelli V et al.},
  journal={Scientific reports},
  volume={12},
  number={16939},
  pages={16939},
  publisher={Springer Science and Business Media LLC},
  year = "2022"
}

Bayesian reinforcement learning for single-episode missions in partially unknown environments

Budd M, Duckworth P, Hawes N & Lacerda B (2022), Proceedings of the 6th Conference on Robot Learning (CoRL 2022)

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@inproceedings{bayesianreinfor-2022/10,
  title={Bayesian reinforcement learning for single-episode missions in partially unknown environments},
  author={Budd M, Duckworth P, Hawes N & Lacerda B},
  booktitle={6th Conference on Robot Learning (CoRL 2022)},
  year = "2022"
}

Reaching Through Latent Space: From Joint Statistics to Path Planning in Manipulation

Hung C-M, Zhong S, Goodwin W, Jones OP, Engelcke M et al. (2022)

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@misc{reachingthrough-2022/10,
  title={Reaching Through Latent Space: From Joint Statistics to Path Planning in
  Manipulation},
  author={Hung C-M, Zhong S, Goodwin W, Jones OP, Engelcke M et al.},
  year = "2022"
}

Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning

Parsons C, Albini A, De Martini D & Maiolino P (2022), IEEE Robotics and Automation magazine

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@article{visuotactilerec-2022/10,
  title={Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning},
  author={Parsons C, Albini A, De Martini D & Maiolino P},
  journal={IEEE Robotics and Automation magazine},
  publisher={IEEE},
  year = "2022"
}

Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes

Marchegiani L & Newman P (2022), IEEE Transactions on Intelligent Transportation Systems, 23(10), 17087-17096

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@article{listeningforsir-2022/10,
  title={Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes},
  author={Marchegiani L & Newman P},
  journal={IEEE Transactions on Intelligent Transportation Systems},
  volume={23},
  pages={17087-17096},
  year = "2022"
}

Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning

Parsons C, Albini A, De Martini D & Maiolino P (2022), IEEE Robotics and Automation magazine

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@article{visuotactilerec-2022/10,
  title={Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning},
  author={Parsons C, Albini A, De Martini D & Maiolino P},
  journal={IEEE Robotics and Automation magazine},
  publisher={IEEE},
  year = "2022"
}

Zero-shot category-level object pose estimation

Goodwin W, Vaze S, Havoutis I & Posner I (2022)(13699), 516-532

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@inproceedings{zeroshotcategor-2022/10,
  title={Zero-shot category-level object pose estimation},
  author={Goodwin W, Vaze S, Havoutis I & Posner I},
  booktitle={17th European Conference on Computer Vision (ECCV 2022)},
  pages={516-532},
  year = "2022"
}

Reaching Through Latent Space: From Joint Statistics to Path Planning in Manipulation

Hung C-M, Zhong S, Goodwin W, Jones OP, Engelcke M et al. (2022)

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BibTeX
@misc{reachingthrough-2022/10,
  title={Reaching Through Latent Space: From Joint Statistics to Path Planning in
  Manipulation},
  author={Hung C-M, Zhong S, Goodwin W, Jones OP, Engelcke M et al.},
  year = "2022"
}

Bayesian reinforcement learning for single-episode missions in partially unknown environments

Budd M, Duckworth P, Hawes N & Lacerda B (2022), Proceedings of the 6th Conference on Robot Learning (CoRL 2022)

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BibTeX
@inproceedings{bayesianreinfor-2022/10,
  title={Bayesian reinforcement learning for single-episode missions in partially unknown environments},
  author={Budd M, Duckworth P, Hawes N & Lacerda B},
  booktitle={6th Conference on Robot Learning (CoRL 2022)},
  year = "2022"
}

A feasibility-driven approach to control-limited DDP

Mastalli C, Merkt W, Marti-Saumell J, Ferrolho H, Sola J et al. (2022), Autonomous Robots, 46(8), 985-1005

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@article{afeasibilitydri-2022/9,
  title={A feasibility-driven approach to control-limited DDP},
  author={Mastalli C, Merkt W, Marti-Saumell J, Ferrolho H, Sola J et al.},
  journal={Autonomous Robots},
  volume={46},
  pages={985-1005},
  publisher={Springer},
  year = "2022"
}

Strategies for large scale elastic and semantic LiDAR reconstruction

Wang Y, Ramezani M, Mattamala M, Digumarti ST & Fallon M (2022), Robotics and Autonomous Systems, 155

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@article{strategiesforla-2022/9,
  title={Strategies for large scale elastic and semantic LiDAR reconstruction},
  author={Wang Y, Ramezani M, Mattamala M, Digumarti ST & Fallon M},
  journal={Robotics and Autonomous Systems},
  volume={155},
  year = "2022"
}

Towards real-time forest inventory using handheld LiDAR

Proudman A, Ramezani M, Digumarti S, Chebrolu N & Fallon M (2022), Robotics and Autonomous Systems, 157

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@article{towardsrealtime-2022/8,
  title={Towards real-time forest inventory using handheld LiDAR},
  author={Proudman A, Ramezani M, Digumarti S, Chebrolu N & Fallon M},
  journal={Robotics and Autonomous Systems},
  volume={157},
  number={104240},
  publisher={Elsevier},
  year = "2022"
}

VILENS: Visual, inertial, lidar, and leg odometry for all-terrain legged robots

Wisth D, Camurri M & Fallon M (2022), IEEE Transactions on Robotics

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@article{vilensvisualine-2022/8,
  title={VILENS: Visual, inertial, lidar, and leg odometry for all-terrain legged robots},
  author={Wisth D, Camurri M & Fallon M},
  journal={IEEE Transactions on Robotics},
  publisher={IEEE},
  year = "2022"
}

VILENS: Visual, Inertial, Lidar, and Leg Odometry for All-Terrain Legged Robots

Wisth D, Camurri M & Fallon M (2022), IEEE TRANSACTIONS ON ROBOTICS

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@article{vilensvisualine-2022/8,
  title={VILENS: Visual, Inertial, Lidar, and Leg Odometry for All-Terrain Legged Robots},
  author={Wisth D, Camurri M & Fallon M},
  journal={IEEE TRANSACTIONS ON ROBOTICS},
  year = "2022"
}

Fast-MbyM: leveraging translational invariance of the fourier transform for efficient and accurate radar odometry

Weston R, Gadd M, De Martini D, Newman P & Posner H (2022), Proceedings of the IEEE International Conference on Robotics and Automation (ICRA 2022), 2186-2192

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@inproceedings{fastmbymleverag-2022/7,
  title={Fast-MbyM: leveraging translational invariance of the fourier transform for efficient and accurate radar odometry},
  author={Weston R, Gadd M, De Martini D, Newman P & Posner H},
  booktitle={IEEE International Conference on Robotics and Automation (ICRA 2022)},
  pages={2186-2192},
  year = "2022"
}

Depth-SIMS: semi-parametric image and depth synthesis

Musat V, De Martini D, Gadd M & Newman P (2022), 2022 International Conference on Robotics and Automation (ICRA), 2388-2394

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@inproceedings{depthsimssemipa-2022/7,
  title={Depth-SIMS: semi-parametric image and depth synthesis},
  author={Musat V, De Martini D, Gadd M & Newman P},
  booktitle={ International Conference on Robotics and Automation (ICRA 2022)},
  pages={2388-2394},
  year = "2022"
}

Shared autonomy systems with stochastic operator models

Costen C, Rigter M, Lacerda B & Hawes N (2022), Proceedings of the 31st International Joint Conferences on Artificial Intelligence Organization (IJCAI 2022), 4614-4620

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@inproceedings{sharedautonomys-2022/7,
  title={Shared autonomy systems with stochastic operator models},
  author={Costen C, Rigter M, Lacerda B & Hawes N},
  booktitle={31st International Joint Conferences on Artificial Intelligence Organization (IJCAI 2022)},
  pages={4614-4620},
  year = "2022"
}

Composing RNNs and FSTs for Small Data: Recovering Missing Characters in Old Hawaiian Text

Jones OP & Shillingford B (2022)

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@misc{composingrnnsan-2022/7,
  title={Composing RNNs and FSTs for Small Data: Recovering Missing Characters in
  Old Hawaiian Text},
  author={Jones OP & Shillingford B},
  year = "2022"
}

The Surface Edge Explorer (SEE): A measurement-direct approach to next best view planning

Border R & Gammell JD (2022)

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@misc{thesurfaceedgee-2022/7,
  title={The Surface Edge Explorer (SEE): A measurement-direct approach to next
  best view planning},
  author={Border R & Gammell JD},
  year = "2022"
}

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

Mitchell A, Merkt W, Geisert M, Gangapurwala S, Engelcke M et al. (2022), 2022 International Conference on Robotics and Automation (ICRA), 10564-10570

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@inproceedings{nextstepslearni-2022/7,
  title={Next steps: learning a disentangled gait representation for versatile quadruped locomotion},
  author={Mitchell A, Merkt W, Geisert M, Gangapurwala S, Engelcke M et al.},
  booktitle={International Conference on Robotics and Automation (ICRA 2022)},
  pages={10564-10570},
  year = "2022"
}

Depth-SIMS: semi-parametric image and depth synthesis

Musat V, De Martini D, Gadd M & Newman P (2022), 2022 International Conference on Robotics and Automation (ICRA), 2388-2394

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@inproceedings{depthsimssemipa-2022/7,
  title={Depth-SIMS: semi-parametric image and depth synthesis},
  author={Musat V, De Martini D, Gadd M & Newman P},
  booktitle={ International Conference on Robotics and Automation (ICRA 2022)},
  pages={2388-2394},
  year = "2022"
}

How the environment shapes tactile sensing: understanding the relationship between tactile filters and surrounding environment

Costi L, Maiolino P & Iida F (2022), Frontiers in Robotics and AI, 9

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@article{howtheenvironme-2022/7,
  title={How the environment shapes tactile sensing: understanding the relationship between tactile filters and surrounding environment},
  author={Costi L, Maiolino P & Iida F},
  journal={Frontiers in Robotics and AI},
  volume={9},
  number={930405},
  publisher={Frontiers Media},
  year = "2022"
}

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

Mitchell A, Merkt W, Geisert M, Gangapurwala S, Engelcke M et al. (2022), 2022 International Conference on Robotics and Automation (ICRA), 10564-10570

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@inproceedings{nextstepslearni-2022/7,
  title={Next steps: learning a disentangled gait representation for versatile quadruped locomotion},
  author={Mitchell A, Merkt W, Geisert M, Gangapurwala S, Engelcke M et al.},
  booktitle={International Conference on Robotics and Automation (ICRA 2022)},
  pages={10564-10570},
  year = "2022"
}