most citedReal-Time Model-Free Deep Reinforcement Learning for Force Control of a Series Elastic Actuator

5 citations · 6 across the 5 of their papers we have counts for

collaborators

5 papers

cs.RO2024★ 1 cited

Joint-Space Control of a Structurally Elastic Humanoid Robot

Connor W. Herron, Christian Runyon, Isaac Pressgrove +3

In this work, the joint-control strategy is presented for the humanoid robot, PANDORA, whose structural components are designed to be compliant. As opposed to contemporary approach…

cs.RO2024

Angular Divergent Component of Motion: A step towards planning Spatial DCM Objectives for Legged Robots

Connor W. Herron, Robert Schuller, Benjamin C. Beiter +3

In this work, the Divergent Component of Motion (DCM) method is expanded to include angular coordinates for the first time. This work introduces the idea of spatial DCM, which adds…

cs.RO2024

PANDORA: The Open-Source, Structurally Elastic Humanoid Robot

Connor W. Herron, Alexander J. Fuge, Benjamin C. Beiter +10

In this work, the novel, open-source humanoid robot, PANDORA, is presented where a majority of the structural elements are manufactured using 3D-printed compliant materials. As opp…

cs.RO2024

Software Implementation of Digital Filtering via Tustin's Bilinear Transform

Connor W. Herron

The purpose of this work is to provide some notes on a software implementation for digital filtering via Tustins Bilinear Transform. The first section discusses how to solve for th…

cs.LG2023★ 5 cited

Real-Time Model-Free Deep Reinforcement Learning for Force Control of a Series Elastic Actuator

Ruturaj Sambhus, Aydin Gokce, Stephen Welch +2

Many state-of-the art robotic applications utilize series elastic actuators (SEAs) with closed-loop force control to achieve complex tasks such as walking, lifting, and manipulatio…