Emily Reed Sampling Based Nonlinear

Media Summary: How do you make autonomous vehicles drive faster and smarter? This paper introduces Differentiable Weights-Varying MPC ... Locomotion on Constrained Footholds via Layered Architectures and Model Predictive Control. Submitted to Humanoids 2025. This video offers a side view of a demo where a micro-UAS is tasked to track a cart that is remotely controlled by a human pilot.

Emily Reed Sampling Based Nonlinear - Detailed Analysis & Overview

How do you make autonomous vehicles drive faster and smarter? This paper introduces Differentiable Weights-Varying MPC ... Locomotion on Constrained Footholds via Layered Architectures and Model Predictive Control. Submitted to Humanoids 2025. This video offers a side view of a demo where a micro-UAS is tasked to track a cart that is remotely controlled by a human pilot. Lecture presented at Technion, Faculty of Electrical Engineering on March 21, 2012. This video discusses data requirements for the Sparse Identification of Fast estimation and control techniques are critical for real-time applications. Researchers at KU Leuven will share cutting-edge ...

Autonomy Talks - 15/11/2021 Speaker: Dr. Andrea Zanelli, Institute for Dynamic Systems and Control, ETH Zürich Title: Efficient ...

Photo Gallery

Emily Reed | Sampling-Based Nonlinear Stochastic Optimal Control for Neuromechanical Systems

Differentiable Weights-Varying Nonlinear MPC via Gradient-based Policy Learning (IEEE RA-L)

Locomotion on Constrained Footholds via Layered Architectures and Model Predictive Control

[RAL/IROS 2022] Smooth Model Predictive Path Integral Control without Smoothing

Sneak Peek: Learning-based Nonlinear MPC for Moving Object Tracking (Side View)

Tomer Michaeli - Nonlinear Sampling with Application to Imaging

Nonlinear MPC on Unitree A1: Trot, Crawl and Pace

Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models

Nonlinear MPC on Unitree A1: Trot, Flying trot and Pronk

Fast Nonlinear Estimation and Control

ML/DO 9: Nonlinear MPC

Risk Euclidean Distance-based Model Predictive Path Integral to Safety-Critical Obstacle Avoidance

View Detailed Profile

Emily Reed | Sampling-Based Nonlinear Stochastic Optimal Control for Neuromechanical Systems

Emily Reed | Sampling-Based Nonlinear Stochastic Optimal Control for Neuromechanical Systems

PhD Student

Differentiable Weights-Varying Nonlinear MPC via Gradient-based Policy Learning (IEEE RA-L)

Differentiable Weights-Varying Nonlinear MPC via Gradient-based Policy Learning (IEEE RA-L)

How do you make autonomous vehicles drive faster and smarter? This paper introduces Differentiable Weights-Varying MPC ...

Locomotion on Constrained Footholds via Layered Architectures and Model Predictive Control

Locomotion on Constrained Footholds via Layered Architectures and Model Predictive Control

Locomotion on Constrained Footholds via Layered Architectures and Model Predictive Control. Submitted to Humanoids 2025.

[RAL/IROS 2022] Smooth Model Predictive Path Integral Control without Smoothing

[RAL/IROS 2022] Smooth Model Predictive Path Integral Control without Smoothing

RA-L/IROS 2022 Abstract: We present a

Sneak Peek: Learning-based Nonlinear MPC for Moving Object Tracking (Side View)

Sneak Peek: Learning-based Nonlinear MPC for Moving Object Tracking (Side View)

This video offers a side view of a demo where a micro-UAS is tasked to track a cart that is remotely controlled by a human pilot.

Tomer Michaeli - Nonlinear Sampling with Application to Imaging

Tomer Michaeli - Nonlinear Sampling with Application to Imaging

Lecture presented at Technion, Faculty of Electrical Engineering on March 21, 2012.

Nonlinear MPC on Unitree A1: Trot, Crawl and Pace

Nonlinear MPC on Unitree A1: Trot, Crawl and Pace

Model predictive controller

Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models

Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models

This video discusses data requirements for the Sparse Identification of

Nonlinear MPC on Unitree A1: Trot, Flying trot and Pronk

Nonlinear MPC on Unitree A1: Trot, Flying trot and Pronk

Model predictive controller

Fast Nonlinear Estimation and Control

Fast Nonlinear Estimation and Control

Fast estimation and control techniques are critical for real-time applications. Researchers at KU Leuven will share cutting-edge ...

ML/DO 9: Nonlinear MPC

ML/DO 9: Nonlinear MPC

Week 9:

Risk Euclidean Distance-based Model Predictive Path Integral to Safety-Critical Obstacle Avoidance

Risk Euclidean Distance-based Model Predictive Path Integral to Safety-Critical Obstacle Avoidance

Sampling

Autonomy Talks - Andrea Zanelli: Efficient inexact numerical methods for nonlinear MPC

Autonomy Talks - Andrea Zanelli: Efficient inexact numerical methods for nonlinear MPC

Autonomy Talks - 15/11/2021 Speaker: Dr. Andrea Zanelli, Institute for Dynamic Systems and Control, ETH Zürich Title: Efficient ...