Majid Khadiv

Orcid: 0000-0001-9889-6543

According to our database1, Majid Khadiv authored at least 54 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Physically-Consistent Parameter Identification of Robots in Contact.
CoRR, 2024

Non-Gaited Legged Locomotion with Monte-Carlo Tree Search and Supervised Learning.
CoRR, 2024

Contact-conditioned learning of locomotion policies.
CoRR, 2024

Learning feasible transitions for efficient contact planning.
CoRR, 2024

Learning-based legged locomotion; state of the art and future perspectives.
CoRR, 2024

Efficient Search and Learning for Agile Locomotion on Stepping Stones.
CoRR, 2024

Learning User-Specific Control Policies for Lower-Limb Exoskeletons Using Gaussian Process Regression.
IEEE Access, 2024

Trajectory Optimization under Contact Timing Uncertainties.
Proceedings of the 23rd IEEE-RAS International Conference on Humanoid Robots, 2024

Safe Learning of Locomotion Skills from MPC.
Proceedings of the 23rd IEEE-RAS International Conference on Humanoid Robots, 2024

Diffusion-based learning of contact plans for agile locomotion.
Proceedings of the 23rd IEEE-RAS International Conference on Humanoid Robots, 2024

2023
BiConMP: A Nonlinear Model Predictive Control Framework for Whole Body Motion Planning.
IEEE Trans. Robotics, April, 2023

Multi-contact Stochastic Predictive Control for Legged Robots with Contact Locations Uncertainty.
CoRR, 2023

Learning Locomotion Skills from MPC in Sensor Space.
Proceedings of the Learning for Dynamics and Control Conference, 2023

On the Use of Torque Measurement in Centroidal State Estimation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Visual-Inertial and Leg Odometry Fusion for Dynamic Locomotion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Robust Walking Based on MPC With Viability Guarantees.
IEEE Trans. Robotics, 2022

Sample-Efficient Policy Adaptation for Exoskeletons Under Variations in the Users and the Environment.
IEEE Robotics Autom. Lett., 2022

Model-free reinforcement learning for robust locomotion using demonstrations from trajectory optimization.
Frontiers Robotics AI, 2022

On the Use of Torque Measurement in Centroidal State Estimation.
CoRR, 2022

Nonlinear Stochastic Trajectory Optimization for Centroidal Momentum Motion Generation of Legged Robots.
Proceedings of the Robotics Research, 2022

2021
Efficient Multicontact Pattern Generation With Sequential Convex Approximations of the Centroidal Dynamics.
IEEE Trans. Robotics, 2021

Robot Learning With Crash Constraints.
IEEE Robotics Autom. Lett., 2021

Impedance Optimization for Uncertain Contact Interactions Through Risk Sensitive Optimal Control.
IEEE Robotics Autom. Lett., 2021

Variable Horizon MPC With Swing Foot Dynamics for Bipedal Walking Control.
IEEE Robotics Autom. Lett., 2021

Model-free Reinforcement Learning for Robust Locomotion Using Trajectory Optimization for Exploration.
CoRR, 2021

Rapid Convex Optimization of Centroidal Dynamics using Block Coordinate Descent.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

DeepQ Stepper: A framework for reactive dynamic walking on uneven terrain.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A unified framework for walking and running of bipedal robots.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

Stochastic and Robust MPC for Bipedal Locomotion: A Comparative Study on Robustness and Performance.
Proceedings of the 20th IEEE-RAS International Conference on Humanoid Robots, 2021

2020
Walking Control Based on Step Timing Adaptation.
IEEE Trans. Robotics, 2020

An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research.
IEEE Robotics Autom. Lett., 2020

Learning Variable Impedance Control for Contact Sensitive Tasks.
IEEE Robotics Autom. Lett., 2020

Bipedal Walking Control using Variable Horizon MPC.
CoRR, 2020

Robust walking based on MPC with viability-based feasibility guarantees.
CoRR, 2020

Efficient Multi-Contact Pattern Generation with Sequential Convex Approximations of the Centroidal Dynamics.
CoRR, 2020

TriFinger: An Open-Source Robot for Learning Dexterity.
CoRR, 2020


2019
Optimal Stair Climbing Pattern Generation for Humanoids Using Virtual Slope and Distributed Mass Model.
J. Intell. Robotic Syst., 2019

An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research.
CoRR, 2019

Trajectory Optimization for Robust Humanoid Locomotion with Sample-Efficient Learning.
CoRR, 2019

Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning.
Proceedings of the 19th IEEE-RAS International Conference on Humanoid Robots, 2019

2018
Heel-strike and toe-off motions optimization for humanoid robots equipped with active toe joints.
Robotica, 2018

A Whole-Body Model Predictive Control Scheme Including External Contact Forces and CoM Height Variations.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

2017
Adding low-cost passive toe joints to the feet structure of SURENA III humanoid robot.
Robotica, 2017

Optimal gait planning for humanoids with 3D structure walking on slippery surfaces.
Robotica, 2017

Online adaptation for humanoids walking on uncertain surfaces.
J. Syst. Control. Eng., 2017

An Investigation on the Usefulness of Employing a Two-Segment Foot for Traversing Stairs.
Int. J. Humanoid Robotics, 2017

A Reactive and Efficient Walking Pattern Generator for Robust Bipedal Locomotion.
CoRR, 2017

Rigid vs compliant contact: An experimental study on biped walking.
CoRR, 2017

Pattern Generation for Walking on Slippery Terrains.
CoRR, 2017

A robust walking controller based on online step location and duration optimization for bipedal locomotion.
CoRR, 2017

2016
Push Recovery of a Humanoid Robot Based on Model Predictive Control and Capture Point.
CoRR, 2016

Stepping Stabilization Using a Combination of DCM Tracking and Step Adjustment.
CoRR, 2016

Step timing adjustment: A step toward generating robust gaits.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016


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