Media Summary: Legged robots are designed to perform highly dynamic motions. However, it remains challenging for users to retarget expressive ... Presented by Scott Kuindersma, Harvard John A. Paulson School of Engineering and Applied Sciences Talk Description: Despite ... Jan Drgona, Pacific Northwest National Laboratory July 10, 2024 Fourth Symposium on Machine Learning and Dynamical ...

Doc Differentiable Optimal Control For - Detailed Analysis & Overview

Legged robots are designed to perform highly dynamic motions. However, it remains challenging for users to retarget expressive ... Presented by Scott Kuindersma, Harvard John A. Paulson School of Engineering and Applied Sciences Talk Description: Despite ... Jan Drgona, Pacific Northwest National Laboratory July 10, 2024 Fourth Symposium on Machine Learning and Dynamical ... Autonomy Talks - 21/12/2020 Speaker: Benoit Landry, Autonomous Systems Lab, Stanford University Title: Authors: Yuval Tassa, Nicolas Mansard, Emo Todorov Article published in IEEE ICRA 2014 (Hong Kong) ... PhD Defense, Benoit Landry, 03/12/2021 Title:

Then, I will also share our recent findings on e-Seminar on Scientific Machine Learning Speaker: Dr. Jan Drgona (PNNL) Abstract: In this talk, we will present a

Photo Gallery

DOC: Differentiable Optimal Control for Retargeting Motions onto Legged Robots
Scott Kuindersma: Controlling Multi-Contact Robot Behaviors with Optimization | IACS Seminar
Differentiable Programming for Data-driven Modeling, Optimization, and Control
Autonomy Talks - Benoit Landry: Differentiable Optimization in Nonlinear Optimal Control
Optimal Control (CMU 16-745) 2023 Lecture 11: Differential Dynamic Programming
Control-Limited Differential Dynamic Programming
Nonlinear Control: Hamilton Jacobi Bellman (HJB) and Dynamic Programming
Parallel Differentiable Reachability for Learning & Planning w/ Certified Neural Dynamics & Contr...
Differentiable Co-Optimization of Mass-Limited Legged Robots Across Variable Gravity
Differentiable and Bilevel Optimization for Control in Robotics (PhD Defense)
TCOptRob Seminar: Carlos Mastalli and Majid Khadiv
Tempered Sequential Monte Carlo for Trajectory and Policy Optimization with Differentiable Dynamics
View Detailed Profile
DOC: Differentiable Optimal Control for Retargeting Motions onto Legged Robots

DOC: Differentiable Optimal Control for Retargeting Motions onto Legged Robots

Legged robots are designed to perform highly dynamic motions. However, it remains challenging for users to retarget expressive ...

Scott Kuindersma: Controlling Multi-Contact Robot Behaviors with Optimization | IACS Seminar

Scott Kuindersma: Controlling Multi-Contact Robot Behaviors with Optimization | IACS Seminar

Presented by Scott Kuindersma, Harvard John A. Paulson School of Engineering and Applied Sciences Talk Description: Despite ...

Differentiable Programming for Data-driven Modeling, Optimization, and Control

Differentiable Programming for Data-driven Modeling, Optimization, and Control

Jan Drgona, Pacific Northwest National Laboratory July 10, 2024 Fourth Symposium on Machine Learning and Dynamical ...

Autonomy Talks - Benoit Landry: Differentiable Optimization in Nonlinear Optimal Control

Autonomy Talks - Benoit Landry: Differentiable Optimization in Nonlinear Optimal Control

Autonomy Talks - 21/12/2020 Speaker: Benoit Landry, Autonomous Systems Lab, Stanford University Title:

Optimal Control (CMU 16-745) 2023 Lecture 11: Differential Dynamic Programming

Optimal Control (CMU 16-745) 2023 Lecture 11: Differential Dynamic Programming

Lecture 11 for

Control-Limited Differential Dynamic Programming

Control-Limited Differential Dynamic Programming

Authors: Yuval Tassa, Nicolas Mansard, Emo Todorov Article published in IEEE ICRA 2014 (Hong Kong) ...

Nonlinear Control: Hamilton Jacobi Bellman (HJB) and Dynamic Programming

Nonlinear Control: Hamilton Jacobi Bellman (HJB) and Dynamic Programming

This video discusses

Parallel Differentiable Reachability for Learning & Planning w/ Certified Neural Dynamics & Contr...

Parallel Differentiable Reachability for Learning & Planning w/ Certified Neural Dynamics & Contr...

Video accompanying the paper "Parallel

Differentiable Co-Optimization of Mass-Limited Legged Robots Across Variable Gravity

Differentiable Co-Optimization of Mass-Limited Legged Robots Across Variable Gravity

Title:

Differentiable and Bilevel Optimization for Control in Robotics (PhD Defense)

Differentiable and Bilevel Optimization for Control in Robotics (PhD Defense)

PhD Defense, Benoit Landry, 03/12/2021 Title:

TCOptRob Seminar: Carlos Mastalli and Majid Khadiv

TCOptRob Seminar: Carlos Mastalli and Majid Khadiv

Then, I will also share our recent findings on

Tempered Sequential Monte Carlo for Trajectory and Policy Optimization with Differentiable Dynamics

Tempered Sequential Monte Carlo for Trajectory and Policy Optimization with Differentiable Dynamics

https://arxiv.org/abs/2604.21456.

Differentiable Programming for Modeling and Control of Dynamical Systems

Differentiable Programming for Modeling and Control of Dynamical Systems

e-Seminar on Scientific Machine Learning Speaker: Dr. Jan Drgona (PNNL) Abstract: In this talk, we will present a