D-Index & Metrics Best Publications

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 35 Citations 5,440 139 World Ranking 3716 National Ranking 1433
Mechanical and Aerospace Engineering D-index 35 Citations 5,497 139 World Ranking 1514 National Ranking 614

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Operating system
  • Control theory

Ludovic Righetti mainly investigates Robot, Artificial intelligence, Control theory, Control engineering and Torque. His Robot research includes themes of Kinematics, Object, Computer vision, Robotic arm and Ranking. His Artificial intelligence research focuses on subjects like Human–computer interaction, which are linked to Haptic technology.

Ludovic Righetti interconnects Learning rule, Simulation, Inverse dynamics and Motion control in the investigation of issues within Control theory. His research in Control engineering intersects with topics in Limit cycle, Humanoid robot and Artificial neural network. In his research, Optimization problem, Robot control, Trajectory, Signal and Signal generator is intimately related to Control system, which falls under the overarching field of Humanoid robot.

His most cited work include:

  • Dynamic hebbian learning in adaptive frequency oscillators (246 citations)
  • Programmable central pattern generators: an application to biped locomotion control (233 citations)
  • iCub: the design and realization of an open humanoid platform for cognitive and neuroscience research (222 citations)

What are the main themes of his work throughout his whole career to date?

Ludovic Righetti mainly focuses on Robot, Control theory, Humanoid robot, Artificial intelligence and Control theory. The Robot study combines topics in areas such as Kinematics, Control engineering, Torque, Robustness and Contact force. The study incorporates disciplines such as Limit cycle and Simulation in addition to Control engineering.

His Control theory study frequently intersects with other fields, such as Inverse dynamics. The Humanoid robot study combines topics in areas such as Mathematical optimization, Inverted pendulum and Trajectory optimization. In his study, which falls under the umbrella issue of Artificial intelligence, iCub and Embodied cognition is strongly linked to Human–computer interaction.

He most often published in these fields:

  • Robot (53.01%)
  • Control theory (50.00%)
  • Humanoid robot (31.33%)

What were the highlights of his more recent work (between 2019-2021)?

  • Robot (53.01%)
  • Control theory (50.00%)
  • Artificial intelligence (30.12%)

In recent papers he was focusing on the following fields of study:

The scientist’s investigation covers issues in Robot, Control theory, Artificial intelligence, Reinforcement learning and Optimal control. His Robot research incorporates elements of Bayesian optimization, Control theory, Torque, Robustness and Contact force. His study in Control theory is interdisciplinary in nature, drawing from both Humanoid robot, Model predictive control and Inverse dynamics.

His Humanoid robot research is multidisciplinary, incorporating elements of Sequence and Sensitivity. His study in the field of Robotics and Control is also linked to topics like Set. His Optimal control research is multidisciplinary, incorporating perspectives in Software and Trajectory.

Between 2019 and 2021, his most popular works were:

  • Crocoddyl: An Efficient and Versatile Framework for Multi-Contact Optimal Control (33 citations)
  • An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research (29 citations)
  • Walking Control Based on Step Timing Adaptation (12 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Operating system
  • Control theory

His primary areas of investigation include Robot, Control theory, Humanoid robot, Optimal control and Torque. His Robot study is focused on Artificial intelligence in general. His work in Control theory addresses subjects such as Model predictive control, which are connected to disciplines such as Bayesian optimization.

His Humanoid robot research integrates issues from Artificial neural network and Sequence. The various areas that Ludovic Righetti examines in his Optimal control study include Dynamic programming and State. His work deals with themes such as Control engineering, Interpretability and Output impedance, which intersect with Reinforcement learning.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Dynamic hebbian learning in adaptive frequency oscillators

Ludovic Righetti;Jonas Buchli;Auke Jan Ijspeert.
Physica D: Nonlinear Phenomena (2006)

396 Citations

Programmable central pattern generators: an application to biped locomotion control

L. Righetti;Auke Jan Ijspeert.
international conference on robotics and automation (2006)

375 Citations

iCub: the design and realization of an open humanoid platform for cognitive and neuroscience research

Nikolaos G. Tsagarakis;Giorgio Metta;Giulio Sandini;David Vernon.
Advanced Robotics (2007)

302 Citations

Pattern generators with sensory feedback for the control of quadruped locomotion

L. Righetti;A.J. Ijspeert.
international conference on robotics and automation (2008)

283 Citations

Online movement adaptation based on previous sensor experiences

Peter Pastor;Ludovic Righetti;Mrinal Kalakrishnan;Stefan Schaal.
intelligent robots and systems (2011)

231 Citations

Optimal distribution of contact forces with inverse-dynamics control

Ludovic Righetti;Jonas Buchli;Michael Mistry;Mrinal Kalakrishnan.
The International Journal of Robotics Research (2013)

202 Citations

Momentum control with hierarchical inverse dynamics on a torque-controlled humanoid

Alexander Herzog;Nicholas Rotella;Sean Mason;Felix Grimminger.
Autonomous Robots (2016)

191 Citations

Learning force control policies for compliant manipulation

Mrinal Kalakrishnan;Ludovic Righetti;Peter Pastor;Stefan Schaal.
intelligent robots and systems (2011)

184 Citations

Inverse dynamics control of floating-base robots with external constraints: A unified view

Ludovic Righetti;Jonas Buchli;Michael Mistry;Stefan Schaal.
international conference on robotics and automation (2011)

143 Citations

Learning objective functions for manipulation

Mrinal Kalakrishnan;Peter Pastor;Ludovic Righetti;Stefan Schaal.
international conference on robotics and automation (2013)

140 Citations

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