Zhibin Li

Orcid: 0000-0002-6357-7419

Affiliations:
  • University College London, UK
  • University of Edinburgh, School of Informatics, UK (former)
  • Italian Institute of Technology, Genova, Italy (PhD 2012)


According to our database1, Zhibin Li authored at least 105 papers between 2010 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
Distilling Reinforcement Learning Policies for Interpretable Robot Locomotion: Gradient Boosting Machines and Symbolic Regression.
CoRR, 2024

2023
Learning-Based Propulsion Control for Amphibious Quadruped Robots With Dynamic Adaptation to Changing Environment.
IEEE Robotics Autom. Lett., December, 2023

Hierarchical generative modelling for autonomous robots.
Nat. Mac. Intell., December, 2023

Hybrid hierarchical learning for solving complex sequential tasks using the robotic manipulation network ROMAN.
Nat. Mac. Intell., September, 2023

Identifying important sensory feedback for learning locomotion skills.
Nat. Mac. Intell., August, 2023

Learning Complex Motor Skills for Legged Robot Fall Recovery.
IEEE Robotics Autom. Lett., July, 2023

Learning hybrid locomotion skills - Learn to exploit residual actions and modulate model-based gait control.
Frontiers Robotics AI, February, 2023

Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks.
CoRR, 2023

Feasibility Retargeting for Multi-contact Teleoperation and Physical Interaction.
CoRR, 2023

Learning Fine Pinch-Grasp Skills using Tactile Sensing from Real Demonstration Data.
CoRR, 2023

RObotic MAnipulation Network (ROMAN) - Hybrid Hierarchical Learning for Solving Complex Sequential Tasks.
CoRR, 2023

Value Functions are Control Barrier Functions: Verification of Safe Policies using Control Theory.
CoRR, 2023

Learning Quadruped Locomotion using Bio-Inspired Neural Networks with Intrinsic Rhythmicity.
CoRR, 2023

Dexterous In-Hand Manipulation of Slender Cylindrical Objects through Deep Reinforcement Learning with Tactile Sensing.
CoRR, 2023

Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE.
CoRR, 2023

Perceptive Locomotion with Controllable Pace and Natural Gait Transitions Over Uneven Terrains.
CoRR, 2023

Run and Catch: Dynamic Object-Catching of Quadrupedal Robots.
IROS, 2023

Modular Neural Network Policies for Learning In-Flight Object Catching with a Robot Hand-Arm System.
IROS, 2023

Instance-wise Grasp Synthesis for Robotic Grasping.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Data-efficient Non-parametric Modelling and Control of an Extensible Soft Manipulator.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Agile and Versatile Robot Locomotion via Kernel-based Residual Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Language-guided Robot Grasping: CLIP-based Referring Grasp Synthesis in Clutter.
Proceedings of the Conference on Robot Learning, 2023

A Data-efficient Neural ODE Framework for Optimal Control of Soft Manipulators.
Proceedings of the Conference on Robot Learning, 2023

2022
Metrics for 3D Object Pointing and Manipulation in Virtual Reality: The Introduction and Validation of a Novel Approach in Measuring Human Performance.
IEEE Robotics Autom. Mag., 2022

Learning Perceptual Locomotion on Uneven Terrains Using Sparse Visual Observations.
IEEE Robotics Autom. Lett., 2022

Multi-expert synthesis for versatile locomotion and manipulation skills.
Frontiers Robotics AI, 2022

Achieving Dexterous Bidirectional Interaction in Uncertain Conditions for Medical Robotics.
CoRR, 2022

Multi-Contact Motion Retargeting using Whole-body Optimization of Full Kinematics and Sequential Force Equilibrium.
CoRR, 2022

Collaborative Bimanual Manipulation Using Optimal Motion Adaptation and Interaction Control.
CoRR, 2022

Accessibility-Based Clustering for Efficient Learning of Locomotion Skills.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Robust Impedance Control for Dexterous Interaction Using Fractal Impedance Controller with IK-Optimisation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Trajectory Optimization of Contact-Rich Motions Using Implicit Differential Dynamic Programming.
IEEE Robotics Autom. Lett., 2021

Accessibility-Based Clustering for Efficient Learning of Robot Fall Recovery.
CoRR, 2021

Fine Manipulation and Dynamic Interaction in Haptic Teleoperation.
CoRR, 2021

Learning Vision-Guided Dynamic Locomotion Over Challenging Terrains.
CoRR, 2021

Robust and Dexterous Dual-arm Tele-Cooperation using Fractal Impedance Control.
CoRR, 2021

Metrics for 3D Object Pointing and Manipulation in Virtual Reality.
CoRR, 2021

Reachability Map for Diverse Balancing Strategies and Energy Efficient Stepping of Humanoids.
CoRR, 2021

Considerations and Challenges of Measuring Operator Performance in Telepresence and Teleoperation Entailing Mixed Reality Technologies.
CoRR, 2021

Meta-Reinforcement Learning for Adaptive Motor Control in Changing Robot Dynamics and Environments.
CoRR, 2021

Human hand movement recognition using infinite hidden Markov model based sEMG classification.
Biomed. Signal Process. Control., 2021

Trajectory adaptation of biomimetic equilibrium point for stable locomotion of a large-size hexapod robot.
Auton. Robots, 2021

Haptic Bimanual System for Teleoperation of Time-Delayed Tasks.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Learning Motor Skills of Reactive Reaching and Grasping of Objects.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Meta-Learning for Fast Adaptive Locomotion with Uncertainties in Environments and Robot Dynamics.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Robust High-Transparency Haptic Exploration for Dexterous Telemanipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Autonomous Mobility Using Real Demonstration Data.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

The Challenges in Modeling Human Performance in 3D Space with Fitts' Law.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Multi-expert learning of adaptive legged locomotion.
Sci. Robotics, 2020

Decoding Motor Skills of Artificial Intelligence and Human Policies: A Study on Humanoid and Human Balance Control.
IEEE Robotics Autom. Mag., 2020

Learning Natural Locomotion Behaviors for Humanoid Robots Using Human Bias.
IEEE Robotics Autom. Lett., 2020

Force-Guided High-Precision Grasping Control of Fragile and Deformable Objects Using sEMG-Based Force Prediction.
IEEE Robotics Autom. Lett., 2020

Contact-Implicit Trajectory Optimization Using an Analytically Solvable Contact Model for Locomotion on Variable Ground.
IEEE Robotics Autom. Lett., 2020

Multimodal Interfaces for Effective Teleoperation.
CoRR, 2020

Reaching, Grasping and Re-grasping: Learning Fine Coordinated Motor Skills.
CoRR, 2020

Study of Multimodal Interfaces and the Improvements on Teleoperation.
IEEE Access, 2020

Optimisation of Body-ground Contact for Augmenting the Whole-Body Loco-manipulation of Quadruped Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning Pregrasp Manipulation of Objects from Ungraspable Poses.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Unified Push Recovery Fundamentals: Inspiration from Human Study.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Variable Autonomy of Whole-body Control for Inspection and Intervention in Industrial Environments using Legged Robots.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Human Hand Movement Recognition based on HMM with Hyperparameters Optimized by Maximum Mutual Information.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019
Bayesian Optimization for Whole-Body Control of High-Degree-of-Freedom Robots Through Reduction of Dimensionality.
IEEE Robotics Autom. Lett., 2019

Model Predictive Control for Motion Planning of Quadrupedal Locomotion.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

2018
HDRM: A Resolution Complete Dynamic Roadmap for Real-Time Motion Planning in Complex Scenes.
IEEE Robotics Autom. Lett., 2018

Emergence of Human-comparable Balancing Behaviors by Deep Reinforcement Learning.
CoRR, 2018

An Improved Formulation for Model Predictive Control of Legged Robots for Gait Planning and Feedback Control.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Comparison Study of Nonlinear Optimization of Step Durations and Foot Placement for Dynamic Walking.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Recurrent Deterministic Policy Gradient Method for Bipedal Locomotion on Rough Terrain Challenge.
Proceedings of the 15th International Conference on Control, 2018

Learning Whole-Body Motor Skills for Humanoids.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

Nonlinear Optimization Using Discrete Variational Mechanics for Dynamic Maneuvers of a 3D One-Leg Hopper.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

2017
Humanoid Balancing Behavior Featured by Underactuated Foot Motion.
IEEE Trans. Robotics, 2017

Recurrent Network-based Deterministic Policy Gradient for Solving Bipedal Walking Challenge on Rugged Terrains.
CoRR, 2017

A novel 3D-printing repair of surface cracks for improving the mechanical strength.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

A study of nonlinear forward models for dynamic walking.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Emergence of human-comparable balancing behaviours by deep reinforcement learning.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Robust foot placement control for dynamic walking using online parameter estimation.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

2016
Design Optimisation and Control of Compliant Actuation Arrangements in Articulated Robots for Improved Energy Efficiency.
IEEE Robotics Autom. Lett., 2016

Dynamic and Reactive Walking for Humanoid Robots Based on Foot Placement Control.
Int. J. Humanoid Robotics, 2016

iDRM: Humanoid Motion Planning with Real-Time End-Pose Selection in Complex Environments.
CoRR, 2016

Stabilization of bipedal walking based on compliance control.
Auton. Robots, 2016

Compliance control for stabilizing the humanoid on the changing slope based on terrain inclination estimation.
Auton. Robots, 2016

Robust Model Predictive Control for humanoids standing balancing.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016

iDRM: Humanoid motion planning with realtime end-pose selection in complex environments.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

A generic optimization-based framework for reactive collision avoidance in bipedal locomotion.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Enhancing the robustness of the EPSAC predictive control using a Singular Value Decomposition approach.
Robotics Auton. Syst., 2015

Exploiting the redundancy for humanoid robots to dynamically step over a large obstacle.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

From one-legged hopping to bipedal running and walking: A unified foot placement control based on regression analysis.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Active control of under-actuated foot tilting for humanoid push recovery.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Fall Prediction of legged robots based on energy state and its implication of balance augmentation: A study on the humanoid.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
A passivity based compliance stabilizer for humanoid robots.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Comparison study of two inverted pendulum models for balance recovery.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

2013
Walking pattern generation for a humanoid robot with compliant joints.
Auton. Robots, 2013

Quantitative Evaluation of Standing Stabilization Using Stiff and Compliant Actuators.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Optimal ankle compliance regulation for humanoid balancing control.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Stabilizing humanoids on slopes using terrain inclination estimation.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

COMpliant huMANoid COMAN: Optimal joint stiffness tuning for modal frequency control.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Development of a dynamic simulator for a compliant humanoid robot based on a symbolic multibody approach.
Proceedings of the IEEE International Conference on Mechatronics, 2013

2012
Internal model control for improving the gait tracking of a compliant humanoid robot.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Stabilization for the compliant humanoid robot COMAN exploiting intrinsic and controlled compliance.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Walking trajectory generation for humanoid robots with compliant joints: Experimentation with COMAN humanoid.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

A passivity based admittance control for stabilizing the compliant humanoid COMAN.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

Statistical dynamical systems for skills acquisition in humanoids.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

2011
The design of the lower body of the compliant humanoid robot "cCub".
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010
Fast bipedal walk using large strides by modulating hip posture and toe-heel motion.
Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

Trajectory generation of straightened knee walking for humanoid robot iCub.
Proceedings of the 11th International Conference on Control, 2010


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