Marco Hutter

Orcid: 0000-0002-4285-4990

Affiliations:
  • ETH Zurich


According to our database1, Marco Hutter authored at least 242 papers between 2008 and 2024.

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Bibliography

2024
DTC: Deep Tracking Control.
Sci. Robotics, January, 2024

X-ICP: Localizability-Aware LiDAR Registration for Robust Localization in Extreme Environments.
IEEE Trans. Robotics, 2024

Present and Future of SLAM in Extreme Environments: The DARPA SubT Challenge.
IEEE Trans. Robotics, 2024

ANYmal parkour: Learning agile navigation for quadrupedal robots.
Sci. Robotics, 2024

Learning Adaptive Controller for Hydraulic Machinery Automation.
IEEE Robotics Autom. Lett., 2024

Data-Efficient Task Generalization via Probabilistic Model-Based Meta Reinforcement Learning.
IEEE Robotics Autom. Lett., 2024

Symmetry Considerations for Learning Task Symmetric Robot Policies.
CoRR, 2024

SpaceHopper: A Small-Scale Legged Robot for Exploring Low-Gravity Celestial Bodies.
CoRR, 2024

Learning to walk in confined spaces using 3D representation.
CoRR, 2024

RoadRunner - Learning Traversability Estimation for Autonomous Off-road Driving.
CoRR, 2024

Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks.
CoRR, 2024

Pedipulate: Enabling Manipulation Skills using a Quadruped Robot's Leg.
CoRR, 2024

Dense 3D Reconstruction Through Lidar: A Comparative Study on Ex-vivo Porcine Tissue.
CoRR, 2024

ICGNet: A Unified Approach for Instance-Centric Grasping.
CoRR, 2024

Fast Perception for Human-Robot Handovers with Legged Manipulators.
Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023
LSTP: Long Short-Term Motion Planning for Legged and Legged-Wheeled Systems.
IEEE Trans. Robotics, December, 2023

A framework for robotic excavation and dry stone construction using on-site materials.
Sci. Robotics, November, 2023

Barry: A High-Payload and Agile Quadruped Robot.
IEEE Robotics Autom. Lett., November, 2023

Seeing Through the Grass: Semantic Pointcloud Filter for Support Surface Learning.
IEEE Robotics Autom. Lett., November, 2023

SMUG Planner: A Safe Multi-Goal Planner for Mobile Robots in Challenging Environments.
IEEE Robotics Autom. Lett., November, 2023

Perceptive Locomotion Through Nonlinear Model-Predictive Control.
IEEE Trans. Robotics, October, 2023

Trajectory Optimization Framework for Rehabilitation Robots With Multi-Workspace Objectives and Constraints.
IEEE Robotics Autom. Lett., October, 2023

Human-Robot Attachment System for Exoskeletons: Design and Performance Analysis.
IEEE Trans. Robotics, August, 2023

DOC: Differentiable Optimal Control for Retargeting Motions onto Legged Robots.
ACM Trans. Graph., August, 2023

Versatile multicontact planning and control for legged loco-manipulation.
Sci. Robotics, August, 2023

Scientific exploration of challenging planetary analog environments with a team of legged robots.
Sci. Robotics, July, 2023

ANYexo 2.0: A Fully Actuated Upper-Limb Exoskeleton for Manipulation and Joint-Oriented Training in All Stages of Rehabilitation.
IEEE Trans. Robotics, June, 2023

Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments.
IEEE Robotics Autom. Lett., June, 2023

Bayesian Multi-Task Learning MPC for Robotic Mobile Manipulation.
IEEE Robotics Autom. Lett., June, 2023

Learning-Based Design and Control for Quadrupedal Robots With Parallel-Elastic Actuators.
IEEE Robotics Autom. Lett., March, 2023

ArtPlanner: Robust Legged Robot Navigation in the Field.
Field Robotics, January, 2023

PLASTR: Planning for Autonomous Sampling-Based Trowelling.
IEEE Robotics Autom. Lett., 2023

TULIP: Transformer for Upsampling of LiDAR Point Cloud.
CoRR, 2023

Learning Agile Locomotion on Risky Terrains.
CoRR, 2023

Resilient Legged Local Navigation: Learning to Traverse with Compromised Perception End-to-End.
CoRR, 2023

ViPlanner: Visual Semantic Imperative Learning for Local Navigation.
CoRR, 2023

DTC: Deep Tracking Control - A Unifying Approach to Model-Based Planning and Reinforcement-Learning for Versatile and Robust Locomotion.
CoRR, 2023

Evaluation of Constrained Reinforcement Learning Algorithms for Legged Locomotion.
CoRR, 2023

Learning Risk-Aware Quadrupedal Locomotion using Distributional Reinforcement Learning.
CoRR, 2023

PyPose v0.6: The Imperative Programming Interface for Robotics.
CoRR, 2023

Towards Autonomous Excavation Planning.
CoRR, 2023

Versatile Multi-Contact Planning and Control for Legged Loco-Manipulation.
CoRR, 2023

RAYEN: Imposition of Hard Convex Constraints on Neural Networks.
CoRR, 2023

ORBIT: A Unified Simulation Framework for Interactive Robot Learning Environments.
CoRR, 2023

Robotic Monitoring of Habitats: The Natural Intelligence Approach.
IEEE Access, 2023

iPlanner: Imperative Path Planning.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Fast Traversability Estimation for Wild Visual Navigation.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Towards Legged Locomotion on Steep Planetary Terrain.
IROS, 2023

Learning Contact-Based State Estimation for Assembly Tasks.
IROS, 2023

MEM: Multi-Modal Elevation Mapping for Robotics and Learning.
IROS, 2023

Advanced Skills through Multiple Adversarial Motion Priors in Reinforcement Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Learning Arm-Assisted Fall Damage Reduction and Recovery for Legged Mobile Manipulators.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Event-based Agile Object Catching with a Quadrupedal Robot.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

End-Effector Pose Estimation and Control for 3D Printing with Articulated Excavators.
Proceedings of the 21st International Conference on Advanced Robotics, 2023


Curiosity-Driven Learning of Joint Locomotion and Manipulation Tasks.
Proceedings of the Conference on Robot Learning, 2023

Actively Variable Transmission Robotic Leg.
Proceedings of the Synergetic Cooperation Between Robots and Humans - Proceedings of the CLAWAR 2023 Conference, 2023

2022
CERBERUS: Autonomous Legged and Aerial Robotic Exploration in the Tunnel and Urban Circuits of the DARPA Subterranean Challenge.
Field Robotics, March, 2022

Traversing Steep and Granular Martian Analog Slopes With a Dynamic Quadrupedal Robot.
Field Robotics, March, 2022

Robotic Precision Harvesting: Mapping, Localization, Planning and Control for a Legged Tree Harvester.
Field Robotics, March, 2022

Cat-Like Jumping and Landing of Legged Robots in Low Gravity Using Deep Reinforcement Learning.
IEEE Trans. Robotics, 2022

TAMOLS: Terrain-Aware Motion Optimization for Legged Systems.
IEEE Trans. Robotics, 2022

Adaptive Feet for Quadrupedal Walkers.
IEEE Trans. Robotics, 2022

CERBERUS in the DARPA Subterranean Challenge.
Sci. Robotics, 2022

Learning robust perceptive locomotion for quadrupedal robots in the wild.
Sci. Robotics, 2022

Reconstructing Occluded Elevation Information in Terrain Maps With Self-Supervised Learning.
IEEE Robotics Autom. Lett., 2022

A Robotic Torso Joint With Adjustable Linear Spring Mechanism for Natural Dynamic Motions in a Differential-Elastic Arrangement.
IEEE Robotics Autom. Lett., 2022

Design and Motion Planning for a Reconfigurable Robotic Base.
IEEE Robotics Autom. Lett., 2022

Deep Measurement Updates for Bayes Filters.
IEEE Robotics Autom. Lett., 2022

A Reconfigurable Leg for Walking Robots.
IEEE Robotics Autom. Lett., 2022

Adaptive CLF-MPC With Application to Quadrupedal Robots.
IEEE Robotics Autom. Lett., 2022

Combining Learning-Based Locomotion Policy With Model-Based Manipulation for Legged Mobile Manipulators.
IEEE Robotics Autom. Lett., 2022

Neural Scene Representation for Locomotion on Structured Terrain.
IEEE Robotics Autom. Lett., 2022

A General Approach for the Automation of Hydraulic Excavator Arms Using Reinforcement Learning.
IEEE Robotics Autom. Lett., 2022

Soil-Adaptive Excavation Using Reinforcement Learning.
IEEE Robotics Autom. Lett., 2022

Meta Reinforcement Learning for Optimal Design of Legged Robots.
IEEE Robotics Autom. Lett., 2022

Constrained stochastic optimal control with learned importance sampling: A path integral approach.
Int. J. Robotics Res., 2022

Offline motion libraries and online MPC for advanced mobility skills.
Int. J. Robotics Res., 2022

Unsupervised Continual Semantic Adaptation through Neural Rendering.
CoRR, 2022

A Framework for Collaborative Multi-Robot Mapping using Spectral Graph Wavelets.
CoRR, 2022

PyPose: A Library for Robot Learning with Physics-based Optimization.
CoRR, 2022

Present and Future of SLAM in Extreme Underground Environments.
CoRR, 2022

Team CERBERUS Wins the DARPA Subterranean Challenge: Technical Overview and Lessons Learned.
CoRR, 2022

Bipedal Locomotion with Nonlinear Model Predictive Control: Online Gait Generation using Whole-Body Dynamics.
CoRR, 2022

Marsupial Walking-and-Flying Robotic Deployment for Collaborative Exploration of Unknown Environments.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2022

LiDAR-guided object search and detection in Subterranean Environments.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2022

Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Advanced Skills by Learning Locomotion and Local Navigation End-to-End.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Learning-based Localizability Estimation for Robust LiDAR Localization.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Articulated Object Interaction in Unknown Scenes with Whole-Body Mobile Manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Elevation Mapping for Locomotion and Navigation using GPU.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Locomotion Policy Guided Traversability Learning using Volumetric Representations of Complex Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Collision detection and identification for a legged manipulator.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Haptic Teleoperation of High-dimensional Robotic Systems Using a Feedback MPC Framework.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Graph-based Multi-sensor Fusion for Consistent Localization of Autonomous Construction Robots.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Autonomous Teamed Exploration of Subterranean Environments using Legged and Aerial Robots.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Whole-Body MPC and Dynamic Occlusion Avoidance: A Maximum Likelihood Visibility Approach.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

A Collision-Free MPC for Whole-Body Dynamic Locomotion and Manipulation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Collaborative Robot Mapping using Spectral Graph Analysis.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Planar Bipedal Locomotion with Nonlinear Model Predictive Control: Online Gait Generation using Whole-Body Dynamics.
Proceedings of the 21st IEEE-RAS International Conference on Humanoid Robots, 2022

Control of Wheeled-Legged Quadrupeds Using Deep Reinforcement Learning.
Proceedings of the Robotics in Natural Settings, 2022

A Survey of Wheeled-Legged Robots.
Proceedings of the Robotics in Natural Settings, 2022

2021
Grasping and Object Reorientation for Autonomous Construction of Stone Structures.
IEEE Robotics Autom. Lett., 2021

A Unified MPC Framework for Whole-Body Dynamic Locomotion and Manipulation.
IEEE Robotics Autom. Lett., 2021

Learning a State Representation and Navigation in Cluttered and Dynamic Environments.
IEEE Robotics Autom. Lett., 2021

Towards automating construction tasks: Large-scale object mapping, segmentation, and manipulation.
J. Field Robotics, 2021

Perceptive whole-body planning for multilegged robots in confined spaces.
J. Field Robotics, 2021

Solving Occlusion in Terrain Mapping with Neural Networks.
CoRR, 2021

HEAP - The autonomous walking excavator.
CoRR, 2021

Towards Autonomous Robotic Precision Harvesting.
CoRR, 2021

Rough Terrain Navigation for Legged Robots using Reachability Planning and Template Learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Passivity-based control for haptic teleoperation of a legged manipulator in presence of time-delays.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Whole-Body MPC and Online Gait Sequence Generation for Wheeled-Legged Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

3D Surfel Map-Aided Visual Relocalization with Learned Descriptors.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Real-time Optimal Navigation Planning Using Learned Motion Costs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Constraint Handling in Continuous-Time DDP-Based Model Predictive Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Circus ANYmal: A Quadruped Learning Dexterous Manipulation with Its Limbs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Imitation Learning from MPC for Quadrupedal Multi-Gait Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Self-supervised Learning of LiDAR Odometry for Robotic Applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Model Predictive Robot-Environment Interaction Control for Mobile Manipulation Tasks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Combined Sampling and Optimization Based Planning for Legged-Wheeled Robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Multi-Layered Safety for Legged Robots via Control Barrier Functions and Model Predictive Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Collision-Free MPC for Legged Robots in Static and Dynamic Scenes.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Generating Continuous Motion and Force Plans in Real-Time for Legged Mobile Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

Simulation-Based Climbing Capability Analysis for Quadrupedal Robots.
Proceedings of the Robotics for Sustainable Future - CLAWAR 2021, Virtual Event, Japan, 30 August, 2021

2020
Learning quadrupedal locomotion over challenging terrain.
Sci. Robotics, 2020

Safe Robot Navigation Via Multi-Modal Anomaly Detection.
IEEE Robotics Autom. Lett., 2020

Quadrupedal Locomotion on Uneven Terrain With Sensorized Feet.
IEEE Robotics Autom. Lett., 2020

DeepGait: Planning and Control of Quadrupedal Gaits Using Deep Reinforcement Learning.
IEEE Robotics Autom. Lett., 2020

An Anthropomorphic Robust Robotic Torso for Ventral/Dorsal and Lateral Motion With Weight Compensation.
IEEE Robotics Autom. Lett., 2020

Perceptive Model Predictive Control for Continuous Mobile Manipulation.
IEEE Robotics Autom. Lett., 2020

Trajectory Optimization for Wheeled-Legged Quadrupedal Robots Driving in Challenging Terrain.
IEEE Robotics Autom. Lett., 2020

Perceptive Locomotion in Rough Terrain - Online Foothold Optimization.
IEEE Robotics Autom. Lett., 2020

Vitruvio: An Open-Source Leg Design Optimization Toolbox for Walking Robots.
IEEE Robotics Autom. Lett., 2020

MPC-Net: A First Principles Guided Policy Search.
IEEE Robotics Autom. Lett., 2020

Rolling in the Deep - Hybrid Locomotion for Wheeled-Legged Robots Using Online Trajectory Optimization.
IEEE Robotics Autom. Lett., 2020

Towards autonomous inspection of concrete deterioration in sewers with legged robots.
J. Field Robotics, 2020

Graph-based subterranean exploration path planning using aerial and legged robots.
J. Field Robotics, 2020

Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions.
Proceedings of the Robotics: Science and Systems XVI, 2020

Practical Reinforcement Learning For MPC: Learning from sparse objectives in under an hour on a real robot.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Towards Dynamic Transparency: Robust Interaction Force Tracking Using Multi-Sensory Control on an Arm Exoskeleton.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Physical Human-Robot Interaction with Real Active Surfaces using Haptic Rendering on Point Clouds.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Terrain-Adaptive Planning and Control of Complex Motions for Walking Excavators.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Towards RL-Based Hydraulic Excavator Automation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

CAMI - Analysis, Design and Realization of a Force-Compliant Variable Cam System.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Learning agile and dynamic motor skills for legged robots.
Sci. Robotics, 2019

ANYexo: A Versatile and Dynamic Upper-Limb Rehabilitation Robot.
IEEE Robotics Autom. Lett., 2019

Where Should I Walk? Predicting Terrain Properties From Images Via Self-Supervised Learning.
IEEE Robotics Autom. Lett., 2019

Trajectory Optimization for Wheeled-Legged Quadrupedal Robots Using Linearized ZMP Constraints.
IEEE Robotics Autom. Lett., 2019

Whole-Body MPC for a Dynamically Stable Mobile Manipulator.
IEEE Robotics Autom. Lett., 2019

Haptic Inspection of Planetary Soils With Legged Robots.
IEEE Robotics Autom. Lett., 2019

Autonomous Free-Form Trenching Using a Walking Excavator.
IEEE Robotics Autom. Lett., 2019

Dynamic Locomotion on Slippery Ground.
IEEE Robotics Autom. Lett., 2019

Frequency-Aware Model Predictive Control.
IEEE Robotics Autom. Lett., 2019

Data-Driven Model Predictive Control for Trajectory Tracking With a Robotic Arm.
IEEE Robotics Autom. Lett., 2019

Trajectory Optimization for Legged Robots With Slipping Motions.
IEEE Robotics Autom. Lett., 2019

Walking Posture Adaptation for Legged Robot Navigation in Confined Spaces.
IEEE Robotics Autom. Lett., 2019

Keep Rollin' - Whole-Body Motion Control and Planning for Wheeled Quadrupedal Robots.
IEEE Robotics Autom. Lett., 2019

The current state and future outlook of rescue robotics.
J. Field Robotics, 2019

Learning agile and dynamic motor skills for legged robots.
CoRR, 2019

Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning.
CoRR, 2019

Contact-Implicit Trajectory Optimization for Dynamic Object Manipulation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Towards Jumping Locomotion for Quadruped Robots on the Moon.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Whole-Body Motion Planning for Walking Excavators.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Feedback MPC for Torque-Controlled Legged Robots.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

A Fully-Integrated Sensing and Control System for High-Accuracy Mobile Robotic Building Construction.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Locomotion Planning through a Hybrid Bayesian Trajectory Optimization.
Proceedings of the International Conference on Robotics and Automation, 2019

Support Surface Estimation for Legged Robots.
Proceedings of the International Conference on Robotics and Automation, 2019

ALMA - Articulated Locomotion and Manipulation for a Torque-Controllable Robot.
Proceedings of the International Conference on Robotics and Automation, 2019

What am I touching? Learning to classify terrain via haptic sensing.
Proceedings of the International Conference on Robotics and Automation, 2019

SpaceBok: A Dynamic Legged Robot for Space Exploration.
Proceedings of the International Conference on Robotics and Automation, 2019

ANYmal in the Field: Solving Industrial Inspection of an Offshore HVDC Platform with a Quadrupedal Robot.
Proceedings of the Field and Service Robotics, 2019

Deep Value Model Predictive Control.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2018
Gait and Trajectory Optimization for Legged Systems Through Phase-Based End-Effector Parameterization.
IEEE Robotics Autom. Lett., 2018

Whole-Body Nonlinear Model Predictive Control Through Contacts for Quadrupeds.
IEEE Robotics Autom. Lett., 2018

Per-Contact Iteration Method for Solving Contact Dynamics.
IEEE Robotics Autom. Lett., 2018

Probabilistic Terrain Mapping for Mobile Robots With Uncertain Localization.
IEEE Robotics Autom. Lett., 2018

Trajectory Optimization With Implicit Hard Contacts.
IEEE Robotics Autom. Lett., 2018

The Two-State Implicit Filter Recursive Estimation for Mobile Robots.
IEEE Robotics Autom. Lett., 2018

Dynamic Locomotion Through Online Nonlinear Motion Optimization for Quadrupedal Robots.
IEEE Robotics Autom. Lett., 2018

Editorial.
J. Field Robotics, 2018

Deployment of an autonomous mobile manipulator at MBZIRC.
J. Field Robotics, 2018

Advances in real-world applications for legged robots.
J. Field Robotics, 2018

An Adaptive Landing Gear for Extending the Operational Range of Helicopters.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Towards a Passive Adaptive Planar Foot with Ground Orientation and Contact Force Sensing for Legged Robots.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Cable-Driven Actuation for Highly Dynamic Robotic Systems.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Skating with a Force Controlled Quadrupedal Robot.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Real-Time Dance Generation to Music for a Legged Robot.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Greedy Stone Tower Creations with a Robotic Arm.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Robust Rough-Terrain Locomotion with a Quadrupedal Robot.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Planning and Control for Autonomous Excavation.
IEEE Robotics Autom. Lett., 2017

Control of a Quadrotor With Reinforcement Learning.
IEEE Robotics Autom. Lett., 2017

Iterated extended Kalman filter based visual-inertial odometry using direct photometric feedback.
Int. J. Robotics Res., 2017

ANYmal - toward legged robots for harsh environments.
Adv. Robotics, 2017

Robust damping of a ropeway gondola's wind oscillations with an actuated mass.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Dynamic locomotion and whole-body control for quadrupedal robots.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Quadrupedal locomotion using trajectory optimization and hierarchical whole body control.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Autonomous robotic stone stacking with online next best object target pose planning.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Life Extension: An Autonomous Docking Station for Recharging Quadrupedal Robots.
Proceedings of the Field and Service Robotics, 2017

Towards a Generic Solution for Inspection of Industrial Sites.
Proceedings of the Field and Service Robotics, 2017

Safe Self-collision Avoidance for Versatile Robots Based on Bounded Potentials.
Proceedings of the Field and Service Robotics, 2017

Autonomous Mission with a Mobile Manipulator - A Solution to the MBZIRC.
Proceedings of the Field and Service Robotics, 2017

2016
Practice Makes Perfect: An Optimization-Based Approach to Controlling Agile Motions for a Quadruped Robot.
IEEE Robotics Autom. Mag., 2016

A Primer on the Differential Calculus of 3D Orientations.
CoRR, 2016

Collaborative localization of aerial and ground robots through elevation maps.
Proceedings of the 2016 IEEE International Symposium on Safety, 2016

Coverage path planning for legged robots in unknown environments.
Proceedings of the 2016 IEEE International Symposium on Safety, 2016

IBEX - A tele-operation and training device for walking excavators.
Proceedings of the 2016 IEEE International Symposium on Safety, 2016

Navigation planning for legged robots in challenging terrain.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Probabilistic foot contact estimation by fusing information from dynamics and differential/forward kinematics.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

ANYmal - a highly mobile and dynamic quadrupedal robot.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Collaborative navigation for flying and walking robots.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

ANYpulator: Design and control of a safe robotic arm.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Free Gait - An architecture for the versatile control of legged robots.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

Perception-less terrain adaptation through whole body control and hierarchical optimization.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

Robust Visual Place Recognition with Graph Kernels.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Direct state-to-action mapping for high DOF robots using ELM.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Dynamic trotting on slopes for quadrupedal robots.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Robust visual inertial odometry using a direct EKF-based approach.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Towards optimal force distribution for walking excavators.
Proceedings of the International Conference on Advanced Robotics, 2015

Kinect v2 for mobile robot navigation: Evaluation and modeling.
Proceedings of the International Conference on Advanced Robotics, 2015

2014
Toward Combining Speed, Efficiency, Versatility, and Robustness in an Autonomous Quadruped.
IEEE Trans. Robotics, 2014

Quadrupedal locomotion using hierarchical operational space control.
Int. J. Robotics Res., 2014

Fusion of optical flow and inertial measurements for robust egomotion estimation.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Excitation and stabilization of passive dynamics in locomotion using hierarchical operational space control.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Towards automatic discovery of agile gaits for quadrupedal robots.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
AGILITY - Dynamic full body locomotion and manipulation with autonomous legged robots.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2013

Reinforcement learning of single legged locomotion.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

State estimation for legged robots on unstable and slippery terrain.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Unsupervised identification and prediction of foothold robustness.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Control of dynamic gaits for a quadrupedal robot.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Kinematic batch calibration for legged robots.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Quadrupedal Robots with Stiff and Compliant Actuation.
Autom., 2012

Hybrid Operational Space Control for Compliant Legged Systems.
Proceedings of the Robotics: Science and Systems VIII, 2012

State Estimation for Legged Robots - Consistent Fusion of Leg Kinematics and IMU.
Proceedings of the Robotics: Science and Systems VIII, 2012

2011
Walking and crawling with ALoF: a robot for autonomous locomotion on four legs.
Ind. Robot, 2011

ScarlETH: Design and control of a planar running robot.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010
SLIP running with an articulated robotic leg.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Passive dynamic walking with quadrupeds - Extensions towards 3D.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Haptic terrain classification for legged robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Adaptive control strategies for open-loop dynamic hopping.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

2008
Modeling assembled-MEMS microrobots for wireless magnetic control.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008


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