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Advancing Anticipatory Behaviors in Dyadic Human-Robot Collaboration

Leistungen

Scenario 1 report and updates - 1

This deliverable is a scientific paper or report and updates on the ANDY achievements in the first validation scenario which concerns human-cobot physical collaboration.

Scenario 3 report and updates - 1

This deliverable is a scientific paper or report and updates on the ANDY achievements in the third validation scenario which concerns human-humanoid physical collaboration.

Scenario 3 report and updates - 2

This deliverable is a scientific paper or report and updates on the ANDY achievements in the third validation scenario which concerns humanhumanoid physical collaboration

Scenario 1 report and updates - 2

This deliverable is a scientific paper or report and updates on the ANDY achievements in the first validation scenario which concerns humancobot physical collaboration

ANDYDATASET publication

This deliverable is about the release of the ANDYDATASET, a dataset of human motions and force captured movements. The deliverable will also include a scientific paper associated to the dataset to be submitted to relevant publications. The ANDYDATASET at this stage will mainly contain those whole-body interactive and collaborative motions that are relevant to the prosecution of the project. It will contain human-human collaborative tasks (e.g. assisted walking, collaborative assembly) and relevant human movements (e.g. walking, drilling, overhead working). Precise details of the ANDYDATASET will be defined in T2.1. Possibly, the ANDYDATASET will contain data from the end-users advisory board members which might not be public according to what will be defined in the Data Management Plan (see D7.1).

Predictive control

This deliverable is a scientific report or paper about the theoretical foundation of controlling collaboration when anticipation of partner related quantities is necessary to complete the collaborative task

ANDYMODEL: advanced classification & predictive models - 1

This deliverable is a scientific report or paper on models of humans motions trained on the data in ANDYDATASET using deep gated neural networks T34 capable of 1 autonoumous feature extraction 2 simultaneously performing classification and regression 3 virtual sensing ie predicting sensor values which are available offline during training but not online during execution

ANDYMODEL: advanced classification & predictive models - 2

This deliverable is a scientific report or paper on models of humans motions trained on the data in ANDYDATASET using deep gated neural networks T34 capable of 1 autonoumous feature extraction 2 simultaneously performing classification and regression 3 virtual sensing ie predicting sensor values which are available offline during training but not online during execution

Switching control

This deliverable is a scientific report or paper about the theoretical foundation of switching control

Ergonomic control

This deliverable is a scientific report or paper about the theoretical foundation of ergonomic control.

Dissemination periodic reports - 3

Dissemination periodic reports M18 M36 M48

Reactive control

This deliverable is a scientific report or paper about the theoretical foundation of partner-aware reactive control.

ANDYSUIT & updates - 3

This is either a scientific paper or report about the first prototype of the suit At month 12 force and motion estimations will be based on wearable motion tracking system 155 with wearable force platforms 156 145 At month 24 estimations will be based on sensor fusion techniques on accelerometers gyroscopes magnetometers force and torque sensors At month 36 estimation will include EMG as well as tactile sensing 95 integrated in the footsoles and if necessary at other possible contact points eg hands

Dissemination periodic reports - 1

Dissemination periodic reports (M18, M36, M48).

ANDYDATASET specification

This deliverable concerns the ANDYDATASET specifications as defined in T2.1. It will consists of a technical report containing specifications such as: adopted standards for sensor positioning (e.g. motion capture markers), sensor modalities, acquired biometric data, considered interactive and collaborative motions.

Dissemination periodic reports - 2

Dissemination periodic reports M18 M36 M48

ANDYMODEL: ergonomic models

This deliverable is mainly related to T3.2 and it is a scientific report or paper on ergonomic models for real-time ergonomic assessment. Models will be suitable for: controlling robot behavior for ergonomically optimal collaborative conditions; providing alerts to the human operator, whenever certain risk limits are being exceeded.

Specifications for the ANDYSUIT

This deliverable is about the release of a tentative data-sheet describing the quantitative specifications of the ANDYSUIT (i.e. desiderata). Specifications will primarily consider the goals to be achieved in the following stages (see in particular WP4 and WP5). This deliverable will also contain a compendium with specifications from the end-users advisory board.

ANDYMODEL: baseline classification & regression models - 1

This deliverable is a scientific report or paper on models of humans motions trained on the data in ANDYDATASET, using machine learning algorithms such as SVM, HMM, GPR and LWPR. These models will be capable of: (1) classifying human motion based on measurements from the ANDYSUIT (T3.3); (2) predict future quantities (e.g. joint torques, body motion) based on current available measurements (T3.3).

ANDYSUIT & updates - 2

This is either a scientific paper or report about the first prototype of the suit At month 12 force and motion estimations will be based on wearable motion tracking system 155 with wearable force platforms 156 145 At month 24 estimations will be based on sensor fusion techniques on accelerometers gyroscopes magnetometers force and torque sensors At month 36 estimation will include EMG as well as tactile sensing 95 integrated in the footsoles and if necessary at other possible contact points eg hands

ANDYSUIT & updates - 1

This is either a scientific paper or report about the first prototype of the suit. At month 12, force and motion estimations will be based on wearable motion tracking system [155] with wearable force platforms [156, 145]. At month 24, estimations will be based on sensor fusion techniques on accelerometers, gyroscopes, magnetometers, force and torque sensors. At month 36, estimation will include EMG, as well as tactile sensing [95] integrated in the foot-soles and, if necessary, at other possible contact points (e.g. hands).

Data management plan - 2

The plan for the management of data with specific focus on the ANDYDATASET Data Management Plan M6 and updates M25 M40

Data management plan - 1

The plan for the management of data, with specific focus on the ANDYDATASET. Data Management Plan (M6) and updates (M25, M40).

Data management plan - 3

The plan for the management of data with specific focus on the ANDYDATASET Data Management Plan M6 and updates M25 M40

Website and software repository online

Publication of the ANDY website with feeds from relevant social networks.

Veröffentlichungen

Inverse, forward and other dynamic computations computationally optimized with sparse matrix factorizations

Autoren: Nori, Francesco
Veröffentlicht in: Ausgabe 2, 2017
Herausgeber: IEEE

Black-Box Data-efficient Policy Search for Robotics

Autoren: Chatzilygeroudis, Konstantinos; Rama, Roberto; Kaushik, Rituraj; Goepp, Dorian; Vassiliades, Vassilis; Mouret, Jean-Baptiste
Veröffentlicht in: https://hal.inria.fr/hal-01576683, Ausgabe 1, 2017
Herausgeber: IEEE

Anticipatory models of human movements and dynamics: the roadmap of the AnDy project

Autoren: Ivaldi, Serena; Fritzsche, Lars; Babič, Jan; Stulp, Freek; Damsgaard, Michael; Graimann, Bernhard; Bellusci, Giovanni; Nori, Francesco
Veröffentlicht in: Digital Human Models (DHM), Jun 2017, Bonn, Germany. 2017, Ausgabe 1, 2017
Herausgeber: Digital Human Models

Trial-and-Error Learning of Repulsors for Humanoid QP-based Whole-Body Control

Autoren: Spitz, Jonathan; Bouyarmane, Karim; Ivaldi, Serena; Mouret, Jean-Baptiste
Veröffentlicht in: https://hal.archives-ouvertes.fr/hal-01569948, Ausgabe 3, 2017
Herausgeber: IEEE

Adaptive Whole-Body Manipulation in Human-to-Humanoid Multi-Contact Motion Retargeting

Autoren: Otani, Kazuya; Bouyarmane, Karim
Veröffentlicht in: 2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids), Ausgabe 1, 2017
Herausgeber: IEEE

Generating Assistive Humanoid Motions for Co-Manipulation Tasks with a Multi-Robot Quadratic Program Controller

Autoren: Otani, Kazuya; Bouyarmane, Karim; Ivaldi, Serena
Veröffentlicht in: Proceedings of International Conference on Robotics and Automation, Ausgabe 1, 2018
Herausgeber: IEEE

Multi-modal intention prediction with Probabilistic Movement Primitives

Autoren: Dermy, O.; Charpillet, F.; Ivaldi, S.
Veröffentlicht in: Proc. 10th International Workshop on Human-Friendly Robotics (HFR 2017), 2017
Herausgeber: Springer STAR

Humanoid Control for Co-Manipulations Tasks with Whole-body Human Dynamics Reconstruction

Autoren: K. Otani, K. Bouyarmane, S. Ivaldi
Veröffentlicht in: "Workshop ""Human-humanoid collaboration"" in HUMANOIDS 2017", 2017
Herausgeber: N/A

Safe trajectory optimization for whole-body motion of humanoids

Autoren: Modugno, V.; Nava, G.; Pucci, D.; Nori, F.; Oriolo, G.; Ivaldi, S.
Veröffentlicht in: Proc. IEEE/RAS International Conf. on Humanoid Robots (HUMANOIDS), 2017
Herausgeber: IEEE

Trial-and-Error Learning of Repulsors for Humanoid QP-based Whole-Body Control

Autoren: Spitz, J.; Bouyarmane, K.; Ivaldi, S.; Mouret, J.-B.
Veröffentlicht in: Proc. IEEE/RAS International Conf. on Humanoid Robots (HUMANOIDS), 2017
Herausgeber: IEEE

Towards ergonomie control of human-robot co-manipulation and handover

Autoren: Luka Peternel, Wansoo Kim, Jan Babic, Arash Ajoudani
Veröffentlicht in: 2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids), 2017, Seite(n) 55-60, ISBN 978-1-5386-4678-6
Herausgeber: IEEE
DOI: 10.1109/HUMANOIDS.2017.8239537

Qualitative Assessment of a Clutch-Actuated Ankle Exoskeleton

Autoren: Miha Dežman, Jan Babič, Andrej Gams
Veröffentlicht in: 2018, Seite(n) 778-786
Herausgeber: Springer International Publishing
DOI: 10.1007/978-3-319-61276-8_82

Natural Myocontrol in a Realistic Setting: a Comparison Between Static and Dynamic Data Acquisition

Autoren: Andrea Gigli, Arjan Gijsberts, Claudio Castellini
Veröffentlicht in: 2019 IEEE/RAS-EMBS 16th International Conference on Rehabilitation Robotics, 2019
Herausgeber: IEEE

Optimizing Contextual Ergonomics Models in Human-Robot Interaction

Autoren: Antonio Gonzales Marin, Mohammad S. Shourijeh, Pavel E. Galibarov, Michael Damsgaard, Lars Fritzsch, Freek Stulp
Veröffentlicht in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, Seite(n) 1-9, ISBN 978-1-5386-8094-0
Herausgeber: IEEE
DOI: 10.1109/iros.2018.8594132

Multi-modal Intention Prediction with Probabilistic Movement Primitives

Autoren: Dermy O., Charpillet F., Ivaldi S.
Veröffentlicht in: Human Friendly Robotics. Springer Proceedings in Advanced Robotics, Ausgabe Vol 7, 2019, Seite(n) P 181-196
Herausgeber: Springer

Robust real-time whole-body motion retargeting from human to humanoid

Autoren: Penco, L.; Clement, B.; Modugno, V.; Mingo Hoffman, E.M.; Nava, G.; Pucci, D.; Tsagarakis, N.G.; Mouret, J.-B.; Ivaldi, S.
Veröffentlicht in: Proc. IEEE/RAS International Conf. on Humanoid Robots (HUMANOIDS), 2018
Herausgeber: IEEE

Learning robust task priorities of QP-based whole-body torque controllers

Autoren: Charbonneau, M.; Modugno, V.; Nori, F.; Oriolo, G.; Pucci, D.; Ivaldi, S.
Veröffentlicht in: Proc. IEEE/RAS International Conf. on Humanoid Robots (HUMANOIDS), 2018
Herausgeber: IEEE

Prediction of Human Whole-Body Movements with AE-ProMPs

Autoren: Dermy, O.; Chaveroche, M.; Colas, F.; Charpillet, F.; Ivaldi, S.
Veröffentlicht in: Proc. IEEE/RAS International Conf. on Humanoid Robots (HUMANOIDS 2018), 2018
Herausgeber: IEEE

Ethical and Social Considerations for the introduction of Human-Centered Technologies at Work

Autoren: Maurice, P.; Allienne, L.; Malaise, A.; Ivaldi, S.
Veröffentlicht in: IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), 2018
Herausgeber: IEEE

Objective and Subjective Effects of Passive Exoskeleton on Overhead Work

Autoren: Maurice, P.; Camernik, J.; Gorjan, D.; Schirrmeister, B.; Bornmann, J.; Tagliapietra, L.; Pucci, D.; Ivaldi, S.; Babic, J.
Veröffentlicht in: 9th International Conference on Safety of Industrial Automated Systems – SIAS 2018, 2018
Herausgeber: Oral Presentation

Online Activity Recognition for Automatic Ergonomics Assessment

Autoren: Malaisé, A.; Maurice, P.; Colas F.; Ivaldi S.
Veröffentlicht in: 9th International Conference on Safety of Industrial Automated Systems – SIAS 2018, Nancy, 2018
Herausgeber: INRS

Activity recognition with multiple wearable sensors for industrial applications

Autoren: Malaisé, A.; Maurice, P.; Colas, F.; Charpillet, F.; Ivaldi, S.
Veröffentlicht in: Proc. 11th Int. Conf. on Advances in Computer-Human Interactions (ACHI), 2018
Herausgeber: IARIA XPS Press

Generating Assistive Humanoid Motions for Co-Manipulation Tasks with a Multi-Robot Quadratic Program Controller

Autoren: Otani, K.; Bouyarmane, K.; Ivaldi, S.
Veröffentlicht in: Proc. IEEE/RAS Int. Conf. Robotics and Automation (ICRA), 2018
Herausgeber: IEEE

Advancing Anticipatory Behaviors in Dyadic Human-Robot Collaboration: The AnDy project

Autoren: Maurice, P.; Ivaldi, S.; Fritzsche, L.; Babic, J.; Stulp, F.; Damsgaard, M.; Graimann, B.; Bellusci, G.; Pucci, D.; Nori, F.
Veröffentlicht in: 9th International Conference on Safety of Industrial Automated Systems – SIAS 2018, Nancy, 2018
Herausgeber: N/A

Learning Robust Task Priorities of QP-Based Whole-Body Torque-Controllers

Autoren: Marie Charbonneau, Valerio Modugno, Francesco Nori, Giuseppe Oriolo, Daniele Pucci, Serena Ivaldi
Veröffentlicht in: 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), 2018, Seite(n) 1-9, ISBN 978-1-5386-7283-9
Herausgeber: IEEE
DOI: 10.1109/HUMANOIDS.2018.8624995

Advancing Human-Robot Collaboration through Online Human Inverse Dynamics Estimation

Autoren: Claudia Latella, Luca Tagliapietra, Diego Ferigo, Yeshasvi Tirupachuri, Francesco Nori, Daniele Pucci
Veröffentlicht in: 2018 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), 2018, Seite(n) 21-22, ISBN 978-1-5386-8037-7
Herausgeber: IEEE
DOI: 10.1109/arso.2018.8625806

Whole-Body Compliant Control of iCub: first results with OpenSoT

Autoren: Hoffman , Enrico ,; Clément , Brice; Zhou , Chengxu; Tsagarakis , Nikos ,; Mouret , Jean-Baptiste; Ivaldi , Serena
Veröffentlicht in: ICRA 2018 - International Conference on Robotics and Automation, Ausgabe 3, 2018
Herausgeber: IEEE

Using Parameterized Black-Box Priors to Scale Up Model-Based Policy Search for Robotics

Autoren: Chatzilygeroudis , Konstantinos; Mouret , Jean-Baptiste
Veröffentlicht in: ICRA 2018 - International Conference on Robotics and Automation, Ausgabe 3, 2018
Herausgeber: IEEE

Bayesian Optimization with Automatic Prior Selection for Data-Efficient Direct Policy Search

Autoren: Pautrat, Rémi; Chatzilygeroudis, Konstantinos; Mouret, Jean-Baptiste
Veröffentlicht in: ICRA 2018 - International Conference on Robotics and Automation, Ausgabe 4, 2018
Herausgeber: IEEE

Qualitative assessment of a clutch-actuated ankle exoskeleton

Autoren: Dežman, Miha; Babič, Jan; Gams, Andrej
Veröffentlicht in: Advances in service and industrial robotics : proceedings of the 26th International Conference on Robotics in Alpe-Adria-Danube Region, RAAD 2017, [21-23 June 2017, Torino, Italy], Ausgabe 1, 2017, Seite(n) pp. 720-737, 2017
Herausgeber: Springer

Trajectory Advancement during Human-Robot Collaboration

Autoren: Yeshasvi Tirupachuri, Gabriele Nava, Lorenzo Rapetti, Claudia Latella, Daniele Pucci
Veröffentlicht in: IEEE RO-MAN 2019, 2019
Herausgeber: arXiv.org

Velocity-Curvature Patterns Limit Human–Robot Physical Interaction

Autoren: Pauline Maurice, Meghan E. Huber, Neville Hogan, Dagmar Sternad
Veröffentlicht in: IEEE Robotics and Automation Letters, Ausgabe 3/1, 2018, Seite(n) 249-256, ISSN 2377-3766
Herausgeber: IEEE
DOI: 10.1109/LRA.2017.2737048

Prediction of Intention during Interaction with iCub with Probabilistic Movement Primitives

Autoren: Oriane Dermy, Alexandros Paraschos, Marco Ewerton, Jan Peters, François Charpillet, Serena Ivaldi
Veröffentlicht in: Frontiers in Robotics and AI, Ausgabe 4, 2017, ISSN 2296-9144
Herausgeber: Frontiers
DOI: 10.3389/frobt.2017.00045

Progress and Prospects of the Human-Robot Collaboration

Autoren: Ajoudani, Arash; Zanchettin, Andrea,; Ivaldi, Serena; Albu-Schäffer, Alin; Kosuge, Kazuhiro; Khatib, Oussama
Veröffentlicht in: Autonomous Robots, Ausgabe 1, 2017, ISSN 0929-5593
Herausgeber: Kluwer Academic Publishers

The CoDyCo Project Achievements and Beyond: Toward Human Aware Whole-Body Controllers for Physical Human Robot Interaction

Autoren: Francesco Romano, Gabriele Nava, Morteza Azad, Jernej Camernik, Stefano Dafarra, Oriane Dermy, Claudia Latella, Maria Lazzaroni, Ryan Lober, Marta Lorenzini, Daniele Pucci, Olivier Sigaud, Silvio Traversaro, Jan Babic, Serena Ivaldi, Michael Mistry, Vincent Padois, Francesco Nori
Veröffentlicht in: IEEE Robotics and Automation Letters, Ausgabe 3/1, 2018, Seite(n) 516-523, ISSN 2377-3766
Herausgeber: IEEE
DOI: 10.1109/LRA.2017.2768126

Co-manipulation with a library of virtual guiding fixtures

Autoren: Gennaro Raiola, Susana Sanchez Restrepo, Pauline Chevalier, Pedro Rodriguez-Ayerbe, Xavier Lamy, Sami Tliba, Freek Stulp
Veröffentlicht in: Autonomous Robots, Ausgabe 42/5, 2018, Seite(n) 1037-1051, ISSN 0929-5593
Herausgeber: Kluwer Academic Publishers
DOI: 10.1007/s10514-017-9680-7

Policy search in continuous action domains: An overview

Autoren: Olivier Sigaud, Freek Stulp
Veröffentlicht in: Neural Networks, Ausgabe 113, 2019, Seite(n) 28-40, ISSN 0893-6080
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2019.01.011

Activity Recognition for Ergonomics Assessment of Industrial Tasks With Automatic Feature Selection

Autoren: Adrien Malaise, Pauline Maurice, Francis Colas, Serena Ivaldi
Veröffentlicht in: IEEE Robotics and Automation Letters, Ausgabe 4/2, 2019, Seite(n) 1132-1139, ISSN 2377-3766
Herausgeber: IEEE
DOI: 10.1109/lra.2019.2894389

Intelligent Human-Robot Collaboration with Prediction and Anticipation

Autoren: Ivaldi, S
Veröffentlicht in: ERCIM NEWS - Special theme: Human-Robot, Ausgabe Vol 114, 2018, Seite(n) Pages 9-11, ISSN 0926-4981
Herausgeber: ERCIM EEIG

Human-Robot Interaction - Introduction to the Special Theme

Autoren: Ivaldi, S.; M. Pateraki
Veröffentlicht in: ERCIM NEWS - Special theme: Human-Robot, Ausgabe Vol 114, 2018, Seite(n) P 6-7, ISSN 0926-4981
Herausgeber: ERCIM EEIG

Progress and Prospects of the Human-Robot Collaboration

Autoren: Ajoudani, A.; Zanchettin, A.M.; Ivaldi, S.; Albu-Schaeffer, A.; Kosuge, K.; Khatib, O.
Veröffentlicht in: Autonomous Robots, Ausgabe Vol 42, 2018, Seite(n) P 957-975, ISSN 1573-7527
Herausgeber: Springer Verlag

Simultaneous Floating-Base Estimation of Human Kinematics and Joint Torques

Autoren: Claudia Latella, Silvio Traversaro, Diego Ferigo, Yeshasvi Tirupachuri, Lorenzo Rapetti, Francisco Javier Andrade Chavez, Francesco Nori, Daniele Pucci
Veröffentlicht in: Sensors, Ausgabe 19/12, 2019, Seite(n) 2794, ISSN 1424-8220
Herausgeber: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19122794

Towards real-time whole-body human dynamics estimation through probabilistic sensor fusion algorithms

Autoren: Claudia Latella, Marta Lorenzini, Maria Lazzaroni, Francesco Romano, Silvio Traversaro, M. Ali Akhras, Daniele Pucci, Francesco Nori
Veröffentlicht in: Autonomous Robots, Ausgabe 43/6, 2019, Seite(n) 1591-1603, ISSN 0929-5593
Herausgeber: Kluwer Academic Publishers
DOI: 10.1007/s10514-018-9808-4

Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization

Autoren: Antoine Cully, Konstantinos Chatzilygeroudis, Federico Allocati, Jean-Baptiste Mouret
Veröffentlicht in: Journal of Open Source Software, Ausgabe 3/26, 2018, Seite(n) 545, ISSN 2475-9066
Herausgeber: N/A
DOI: 10.21105/joss.00545

Predictability, force, and (anti)resonance in complex object control

Autoren: Pauline Maurice, Neville Hogan, Dagmar Sternad
Veröffentlicht in: Journal of Neurophysiology, Ausgabe 120/2, 2018, Seite(n) 765-780, ISSN 0022-3077
Herausgeber: American Physiological Society
DOI: 10.1152/jn.00918.2017

Assessing and improving human movements using sensitivity analysis and digital human simulation

Autoren: Maurice, Pauline; Padois, Vincent; Measson, Yvan; Bidaud, Philippe
Veröffentlicht in: International Journal of Computer Integrated Manufacturing, Ausgabe 2, 2019, ISSN 1362-3052
Herausgeber: TAYLOR & FRANCIS ONLINE

Intuitive Task-Level Programming by Demonstration through Semantic Skill Recognition

Autoren: Franz Steinmetz, Verena Nitsch, Freek Stulp
Veröffentlicht in: IEEE Robotics and Automation Letters, Ausgabe 4, 2019, Seite(n) 1-1, ISSN 2377-3766
Herausgeber: IEEE
DOI: 10.1109/LRA.2019.2928782

Assessing the efficiency of exoskeletons in physical strain reduction by biomechanical simulation with AnyBody Modeling System

Autoren: Lars Fritzsche, Pavel E. Galibarov, Christian Gärtner, Jonas Bornmann, Michael Damsgaard, Rudolf Wall, Benjamin Schirrmeister, Jose Gonzalez-Vargas, Daniele Pucci, Pauline Maurice, Serena Ivaldi, Jan Babič
Veröffentlicht in: Wearable Technologies, Ausgabe 2, 2021, Seite(n) 16, ISSN 2631-7176
Herausgeber: Cambridge University Press
DOI: 10.1017/wtc.2021.5

A survey on policy search algorithms for learning robot controllers in a handful of trials

Autoren: Chatzilygeroudis, Konstantinos; Vassiliades, Vassilis; Stulp, Freek; Calinon, Sylvain; Mouret, Jean-Baptiste
Veröffentlicht in: arXiv.org e-Print Archive, Ausgabe 25, 2018
Herausgeber: arXiv

A Variational Time Series Feature Extractor for Action Prediction

Autoren: Chaveroche, M.; Malaisé, A.; Colas, F.; Charpillet, F.; Ivaldi, S.
Veröffentlicht in: arXiv:1807.02350 [cs.LG], 2018
Herausgeber: Cornell University

A Receding Horizon Push Recovery Strategy for Balancing the iCub Humanoid Robot

Autoren: Dafarra, Stefano; Romano, Francesco; Nori, Francesco
Veröffentlicht in: http://arxiv.org/abs/1705.10638, 2017
Herausgeber: http://arxiv.org/abs/1705.10638

Model Based In Situ Calibration with Temperature compensation of 6 axis Force Torque Sensors

Autoren: Chavez, Francisco Javier Andrade; Nava, Gabriele; Traversaro, Silvio; Nori, Francesco; Pucci, Daniele
Veröffentlicht in: http://arxiv.org/abs/1812.00650, 2018
Herausgeber: http://arxiv.org/abs/1812.00650

Towards Partner-Aware Humanoid Robot Control Under Physical Interactions

Autoren: Tirupachuri, Yeshasvi; Nava, Gabriele; Latella, Claudia; Ferigo, Diego; Rapetti, Lorenzo; Tagliapietra, Luca; Nori, Francesco; Pucci, Daniele
Veröffentlicht in: http://arxiv.org/abs/1809.06165, 2019
Herausgeber: http://arxiv.org/abs/1809.06165

Telexistence and Teleoperation for Walking Humanoid Robots

Autoren: Elobaid, Mohamed; Hu, Yue; Romualdi, Giulio; Dafarra, Stefano; Babic, Jan; Pucci, Daniele
Veröffentlicht in: http://arxiv.org/abs/1809.01578, 2019
Herausgeber: http://arxiv.org/abs/1809.01578

A Predictive Momentum-Based Whole-Body Torque Controller: Theory and Simulations for the iCub Stepping

Autoren: Dafarra, Stefano; Romano, Francesco; Nava, Gabriele; Nori, Francesco
Veröffentlicht in: http://arxiv.org/abs/1705.10635, Ausgabe 15, 2017
Herausgeber: http://arxiv.org/abs/1705.10635

A Control Architecture with Online Predictive Planning for Position and Torque Controlled Walking of Humanoid Robots

Autoren: Dafarra, Stefano; Nava, Gabriele; Charbonneau, Marie; Guedelha, Nuno; Andrade, Francisco; Traversaro, Silvio; Fiorio, Luca; Romano, Francesco; Nori, Francesco; Metta, Giorgio; Pucci, Daniele
Veröffentlicht in: arxiv.org/abs/1807.05395, 2018
Herausgeber: arxiv.org/abs/1807.05395

Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards

Autoren: Kaushik , Rituraj; Chatzilygeroudis , Konstantinos; Mouret , Jean-Baptiste
Veröffentlicht in: CoRL 2018 - Conference on Robot Learning, Oct 2018, Zurich, Switzerland, Ausgabe 3, 2018
Herausgeber: N/A

Assesing and improving human movements using sensitivity analysis and digital human simulation

Autoren: MAURICE, P. PADOIS, V. MEASSON, Y BIDAUD, P.
Veröffentlicht in: World Congress of Biomechanics, 2018
Herausgeber: N/A

Public Simulation Software

Autoren: Ugurlu, B.; Ivaldi, S.
Veröffentlicht in: Humanoid Robotics: A Reference – Ed. Prahlad Vadakkepat, Ambarish Goswami, and Jong-Hwan Kim, Ausgabe VOL 35, 2018
Herausgeber: SPRINGER

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