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researcher

Matthew Chignoli

9 papers hereh-index 9527 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.RO9

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedTailoring Solution Accuracy for Fast Whole-body Model Predictive Control of Legged Robots

53 citations · 60 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.RO2023

A Propagation Perspective on Recursive Forward Dynamics for Systems with Kinematic Loops

Matthew Chignoli, Nicholas Adrian, Sangbae Kim +1

We revisit the concept of constraint embedding as a means for dealing with kinematic loop constraints during dynamics computations for rigid-body systems. Specifically, we consider…

cs.RO2023★ 2 cited

Reinforcement Learning for Legged Robots: Motion Imitation from Model-Based Optimal Control

AJ Miller, Shamel Fahmi, Matthew Chignoli +1

We propose MIMOC: Motion Imitation from Model-Based Optimal Control. MIMOC is a Reinforcement Learning (RL) controller that learns agile locomotion by imitating reference trajector…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.