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This paper introduces Bruce, the CSIRO Dynamic Hexapod Robot capable of autonomous, dynamic locomotion over difficult terrain. This robot is built around Apptronik linear series elastic actuators, and went from design to deployment in under…

机器人学 · 计算机科学 2020-11-03 Ryan Steindl , Thomas Molnar , Fletcher Talbot , Nicolas Hudson , Benjamin Tam , Simon Murrell , Navinda Kottege

Simulating collisions of deformable objects is a fundamental yet challenging task due to the complexity of modeling solid mechanics and multi-body interactions. Existing data-driven methods often suffer from lack of equivariance to physical…

机器学习 · 计算机科学 2025-06-09 Qianyi Chen , Tianrun Gao , Chenbo Jiang , Tailin Wu

Artificial electronic skins covering complete robot bodies can make physical human-robot collaboration safe and hence possible. Standards for collaborative robots (e.g., ISO/TS 15066) prescribe permissible forces and pressures during…

机器人学 · 计算机科学 2025-03-10 Lukas Rustler , Matej Misar , Matej Hoffmann

We present SMORS, the first Soft fully actuated MultirOtoR System for multimodal locomotion. Unlike conventional hexarotors, SMORS is equipped with three rigid and three continuously soft arms, with each arm hosting a propeller. We create a…

机器人学 · 计算机科学 2022-04-06 Markus Ryll , Robert K. Katzschmann

Quadrotors are agile. Unlike most other machines, they can traverse extremely complex environments at high speeds. To date, only expert human pilots have been able to fully exploit their capabilities. Autonomous operation with on-board…

机器人学 · 计算机科学 2021-10-12 Antonio Loquercio , Elia Kaufmann , René Ranftl , Matthias Müller , Vladlen Koltun , Davide Scaramuzza

Deep reinforcement learning provides a promising approach for vision-based control of real-world robots. However, the generalization of such models depends critically on the quantity and variety of data available for training. This data can…

机器学习 · 计算机科学 2019-02-12 Katie Kang , Suneel Belkhale , Gregory Kahn , Pieter Abbeel , Sergey Levine

This work contributes a novel deep navigation policy that enables collision-free flight of aerial robots based on a modular approach exploiting deep collision encoding and reinforcement learning. The proposed solution builds upon a deep…

机器人学 · 计算机科学 2024-02-07 Mihir Kulkarni , Kostas Alexis

The flight of biological butterflies represents a unique aerodynamic regime where high-amplitude, low-frequency wingstrokes induce significant body undulations and inertial fluctuations. While existing tailless flapping-wing micro air…

机器人学 · 计算机科学 2026-03-11 Weibin Gu , Chenrui Feng , Lian Liu , Chen Yang , Xingchi Jiao , Yuhe Ding , Xiaofei Shi , Chao Gao , Alessandro Rizzo , Guyue Zhou

Ensuring operational safety is critical for human-to-humanoid motion imitation. This paper presents a vision-based framework that enables a humanoid robot to imitate human movements while avoiding collisions. Human skeletal keypoints are…

机器人学 · 计算机科学 2026-04-14 Wenqi Cai , John Abanes , Nikolaos Evangeliou , Anthony Tzes

While it is expected to build robotic limbs with multiple degrees of freedom (DoF) inspired by nature, a single DoF design remains fundamental, providing benefits that include, but are not limited to, simplicity, robustness,…

机器人学 · 计算机科学 2025-09-29 Yuping Gu , Bangchao Huang , Haoran Sun , Ronghan Xu , Jiayi Yin , Wei Zhang , Fang Wan , Jia Pan , Chaoyang Song

This study presents a novel reinforcement learning (RL)-based control framework aimed at enhancing the safety and robustness of the quadcopter, with a specific focus on resilience to in-flight one propeller failure. Addressing the critical…

机器人学 · 计算机科学 2025-09-10 Muzaffar Habib , Adnan Maqsood , Adnan Fayyaz ud Din

Tensegrity structures are lightweight, can undergo large deformations, and have outstanding robustness capabilities. These unique properties inspired roboticists to investigate their use. However, the morphological design, control,…

机器人学 · 计算机科学 2021-01-29 Davide Zappetti , Jean Marc Bejjani , Dario Floreano

Continuum soft robots are mechanical systems entirely made of continuously deformable elements. This design solution aims to bring robots closer to invertebrate animals and soft appendices of vertebrate animals (e.g., an elephant's trunk, a…

系统与控制 · 电气工程与系统科学 2023-09-06 Cosimo Della Santina , Christian Duriez , Daniela Rus

With robots leaving factories and entering less controlled domains, possibly sharing the space with humans, safety is paramount and multimodal awareness of the body surface and the surrounding environment is fundamental. Taking inspiration…

机器人学 · 计算机科学 2018-01-18 Dong Hai Phuong Nguyen , Matej Hoffmann , Alessandro Roncone , Ugo Pattacini , Giorgio Metta

This paper proposes an adaptive near-hover position controller for quadcopters, which can be deployed to quadcopters of very different mass, size and motor constants, and also shows rapid adaptation to unknown disturbances during runtime.…

机器人学 · 计算机科学 2023-05-04 Dingqi Zhang , Antonio Loquercio , Xiangyu Wu , Ashish Kumar , Jitendra Malik , Mark W. Mueller

Coaxial bi-copter autonomous aerial vehicles (AAVs) have garnered attention due to their potential for improved rotor system efficiency and compact form factor. However, balancing efficiency, maneuverability, and compactness in coaxial…

机器人学 · 计算机科学 2025-12-02 Shuai Wang , Xiaoming Tang , Junning Liang , Haowen Zheng , Biyu Ye , Zhaofeng Liu , Fei Gao , Ximin Lyu

Robot feet are crucial for maintaining dynamic stability and propelling the body during walking, especially on uneven terrains. Traditionally, robot feet were mostly designed as flat and stiff pieces of metal, which meets its limitations…

机器人学 · 计算机科学 2024-06-13 Cristina Piazza , Cosimo Della Santina , Giorgio Grioli , Antonio Bicchi , Manuel G. Catalano

Collision avoidance algorithms are of central interest to many drone applications. In particular, decentralized approaches may be the key to enabling robust drone swarm solutions in cases where centralized communication becomes…

机器人学 · 计算机科学 2022-02-21 Ramzi Ourari , Kai Cui , Ahmed Elshamanhory , Heinz Koeppl

We present a perception-driven safety filter that converts each 3D Gaussian Splat (3DGS) into a closed-form forward collision cone, which in turn yields a first-order control barrier function (CBF) embedded within a quadratic program (QP).…

机器人学 · 计算机科学 2025-09-19 Dario Tscholl , Yashwanth Nakka , Brian Gunter

In disaster-stricken environments, it's vital to assess the damage quickly, analyse the stability of the environment, and allocate resources to the most vulnerable areas where victims might be present. These missions are difficult and…

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