Giovanni De Magistris

Author

Also Known As

De Magistris, Giovanni, G. De Magistris, Giovanni De Magistris, Giovanni De Magistris, Giovanni de Magistris, de Magistris, Giovanni

Publications

1.1K

Citations

H-Index

Concepts

All Affiliations

IBM Research - Tokyo Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier Laboratoire Pluridisciplinaire de Recherche en Ingénierie des Systèmes, Mécanique et Energétique Centre National de la Recherche Scientifique Université d'Orléans

About

Giovanni De Magistris is an author at IBM Research - Tokyo specializing in engineering, robotics, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	16	773
2	Health Sciences	3	3	84
3	Social Sciences	1	1	22
4	Applied Physics	1	1	81
5	Cognitive Science	1	1	22

Giovanni De Magistris

Publications

915

Citations

H-Index

Page 1

	Year	Citations
Deep reinforcement learning for high precision assembly tasks Tadanobu Inoue, Giovanni De Magistris, Asim Munawar, Artificial IntelligenceHuman-robot Collaborative AssemblyEngineeringMachine LearningDeep Reinforcement	2017	297
OptLayer - Practical Constrained Optimization for Deep Reinforcement Learning in the Real World Tu-Hoa Pham, Giovanni De Magistris, Ryuki Tachibana Artificial IntelligenceReward HackingEngineeringMachine LearningDeep Reinforcement	2018	117
An introduction to the physics of active matter Giovanni De Magistris, Davide Marenduzzo Physica A Statistical Mechanics and its Applications EngineeringPhysicsActive MatterApplied PhysicsAtomic Physics	2014	81
Dynamic control of DHM for ergonomic assessments Giovanni De Magistris, Alain Micaelli, Paul Evrard, International Journal of Industrial Ergonomics Upright PostureOccupational ErgonomicsEngineeringWearable TechnologyMotor Control	2013	62
Spatio-Temporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space Asim Munawar, Phongtharin Vinayavekhin, Giovanni De Magistris Industrial RobotsAnomaly DetectionMachine LearningEngineeringField Robotics	2017	45
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection Tadanobu Inoue, Subhajit Choudhury, Giovanni De Magistris,	2018	38
Deep Reinforcement Learning for High Precision Assembly Tasks Tadanobu Inoue, Giovanni De Magistris, Asim Munawar, arXiv (Cornell University) Artificial IntelligenceEngineeringDexterous ManipulationMechanical EngineeringField Robotics	2017	29
Dynamic digital human models for ergonomic analysis based on humanoid robotics techniques Giovanni De Magistris, Alain Micaelli, Jonathan Savin, International Journal of the Digital Human	2015	23
Focusing on What is Relevant: Time-Series Learning and Understanding using Attention Phongtharin Vinayavekhin, Subhajit Chaudhury, Asim Munawar, Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningSequential Learning	2018	22
Spontaneous motility of passive emulsion droplets in polar active gels Giovanni De Magistris, Adriano Tiribocchi, Carl A. Whitfield, Soft Matter	2014	18

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