Diffog Differentiable Policy Trajectory Optimization

Media Summary: CMU Learning and Control Seminar by Yufei Wang This is the supplementary video for our paper describing Analytic Conditions for Video for the IROS 2023 submission. The video presents the experimental results of the paper "Continuous Implicit SDF Based ...

Diffog Differentiable Policy Trajectory Optimization - Detailed Analysis & Overview

CMU Learning and Control Seminar by Yufei Wang This is the supplementary video for our paper describing Analytic Conditions for Video for the IROS 2023 submission. The video presents the experimental results of the paper "Continuous Implicit SDF Based ... Jan Drgona, Pacific Northwest National Laboratory July 10, 2024 Fourth Symposium on Machine Learning and Dynamical ... Talk abstract: In robotics and more specifically motion planning, recent debates have transitioned from a binary choice between ... Supplementary video for our Robotics: Science and Systems (RSS) 2022 paper, "Certifiable Robot Design

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

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Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

DiffOG: Differentiable Policy Trajectory Optimization with Generalizability (T-RO)

CMU-LCS (Yufei Wang): Differentiable trajectory optimization as a policy representation

Analytic Conditions for Differentiable Collision Detection in Trajectory Optimization

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

Continuous Implicit SDF Based Any-shape Robot Trajectory Optimization

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

6.8210 Spring 2024 Lecture 10: Trajectory Optimization I

CoRL 2020, Spotlight Talk 482: Differentiable Logic Layer for Rule Guided Trajectory Prediction

Introduction to Trajectory Optimization

Mustafa Mukadam - Differentiable motion planning

Certifiable Robot Design Optimization using Differentiable Programming

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Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

Keywords: Visuomotor control,

DiffOG: Differentiable Policy Trajectory Optimization with Generalizability (T-RO)

DiffOG: Differentiable Policy Trajectory Optimization with Generalizability (T-RO)

Authors of a recent T-RO paper introduce

CMU-LCS (Yufei Wang): Differentiable trajectory optimization as a policy representation

CMU-LCS (Yufei Wang): Differentiable trajectory optimization as a policy representation

CMU Learning and Control Seminar by Yufei Wang

Analytic Conditions for Differentiable Collision Detection in Trajectory Optimization

Analytic Conditions for Differentiable Collision Detection in Trajectory Optimization

This is the supplementary video for our paper describing Analytic Conditions for

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.

Continuous Implicit SDF Based Any-shape Robot Trajectory Optimization

Continuous Implicit SDF Based Any-shape Robot Trajectory Optimization

Video for the IROS 2023 submission. The video presents the experimental results of the paper "Continuous Implicit SDF Based ...

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 ...

6.8210 Spring 2024 Lecture 10: Trajectory Optimization I

6.8210 Spring 2024 Lecture 10: Trajectory Optimization I

March 12, 2024.

CoRL 2020, Spotlight Talk 482: Differentiable Logic Layer for Rule Guided Trajectory Prediction

CoRL 2020, Spotlight Talk 482: Differentiable Logic Layer for Rule Guided Trajectory Prediction

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Introduction to Trajectory Optimization

Introduction to Trajectory Optimization

This video is an introduction to

Mustafa Mukadam - Differentiable motion planning

Mustafa Mukadam - Differentiable motion planning

Talk abstract: In robotics and more specifically motion planning, recent debates have transitioned from a binary choice between ...

Certifiable Robot Design Optimization using Differentiable Programming

Certifiable Robot Design Optimization using Differentiable Programming

Supplementary video for our Robotics: Science and Systems (RSS) 2022 paper, "Certifiable Robot Design

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 ...