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Joshua Hooks

3 accepted papers

2020

ALPHRED: A Multi-Modal Operations Quadruped Robot for Package Delivery Applications

RA-L 2020

Modern quadruped robots are more capable than ever before at performing robust, dynamic locomotion over a variety of terrains, but are still mostly used as mobile inspection platforms. This paper presents ALPHRED version 2, a multi-modal operations quadruped robot designed for both locomotion and ma

Cited by 77SourceScholar
2020

Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance

IROS 2020poster

In this paper, we propose an online path planning architecture that extends the model predictive control (MPC) formulation to consider future location uncertainties for safer navigation through cluttered environments. Our algorithm combines an object detection pipeline with a recurrent neural networ…

Cited by 5SourceScholar
2018

Implementation of a Versatile 3D ZMP Trajectory Optimization Algorithm on a Multi-Modal Legged Robotic Platform

IROS 2018poster

This paper presents a multi-functioning light weight robotic system, the Autonomous Legged Personal Helper Robot with Enhanced Dynamics (ALPHRED), capable of both locomotion and manipulation. In addition, we extended a 2D zero moment point (ZMP) trajectory optimization (TO) algorithm to a 3D impleme…

Cited by 14SourceScholar