Sponsored
Sponsored
Media Summary: Presented at the International Conference for ICRA 2021 Best Automation Paper Award Finalist. Presentation by Yuji Takubo, Stanford University. Copyright 2025 Yuji Takubo and Simone D'Amico. All rights reserved.

Robust Trajectory Optimization For Robot - Detailed Analysis & Overview

Presented at the International Conference for ICRA 2021 Best Automation Paper Award Finalist. Presentation by Yuji Takubo, Stanford University. Copyright 2025 Yuji Takubo and Simone D'Amico. All rights reserved. This work is led by Luke Drnach from the LIDAR group. We proposed a The main idea of this work is to use data from full-body simulation of humanoid In this work we present a general, two-stage reinforcement learning approach for going from a single demonstration

Full paper and additional information available at Publication: " Paper, video, open-source code, slides and more: Intro: 00:29 - Why Legged Video for publication J. Carius, R. Ranftl, V. Koltun and M. Hutter, " Publication by Tim Seyde, Jan Carius, Ruben Grandia, Farbod Farshidian, Marco Hutter In this video we will present some of our recent work on "Fast Manipulability Maximization Using Continuous-Time

Description: Video submission of the paper " Nonlinear Stochastic Supplemental video for our paper at DARS 2018. Authors: B. Şenbaşlar, W. Hönig, and N. Ayanian. Abstract: OpenOCL - Open Optimal Control Library RTB - Peter Corke's Authors: Yuval Tassa, Tom Erez, Emo Todorov Title: Synthesis of Conference paper presented at IEEE International Conference on

Photo Gallery

Robust Trajectory Optimization for Robot Locomotion over Uncertain Terrain - ICRA 2021
Robust Trajectory Optimization for Robot Locomotion over Uncertain Terrain -- ICRA 2021
Towards Robust Spacecraft Trajectory Optimization via Transformers - Yuji Takubo
Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo
Robust Trajectory Optimization over Uncertain Terrain. --- RSS Workshop on Robust Autonomy
Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning
Model-free RL for Robust Locomotion Using Trajectory Optimization for Exploration
Trajectory Optimization with Implicit Hard Contacts
Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning
Tutorial: Gait and Trajectory Optimization for Legged Robots
Trajectory Optimization for Legged Robots with Slipping Motions
Locomotion Planning through a Hybrid Bayesian Trajectory Optimization
View Detailed Profile
Robust Trajectory Optimization for Robot Locomotion over Uncertain Terrain - ICRA 2021

Robust Trajectory Optimization for Robot Locomotion over Uncertain Terrain - ICRA 2021

Presented at the International Conference for

Robust Trajectory Optimization for Robot Locomotion over Uncertain Terrain -- ICRA 2021

Robust Trajectory Optimization for Robot Locomotion over Uncertain Terrain -- ICRA 2021

ICRA 2021 Best Automation Paper Award Finalist.

Sponsored
Towards Robust Spacecraft Trajectory Optimization via Transformers - Yuji Takubo

Towards Robust Spacecraft Trajectory Optimization via Transformers - Yuji Takubo

Presentation by Yuji Takubo, Stanford University. Copyright 2025 Yuji Takubo and Simone D'Amico. All rights reserved.

Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

Keywords: Visuomotor control,

Robust Trajectory Optimization over Uncertain Terrain. --- RSS Workshop on Robust Autonomy

Robust Trajectory Optimization over Uncertain Terrain. --- RSS Workshop on Robust Autonomy

This work is led by Luke Drnach from the LIDAR group. We proposed a

Sponsored
Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning

Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning

The main idea of this work is to use data from full-body simulation of humanoid

Model-free RL for Robust Locomotion Using Trajectory Optimization for Exploration

Model-free RL for Robust Locomotion Using Trajectory Optimization for Exploration

In this work we present a general, two-stage reinforcement learning approach for going from a single demonstration

Trajectory Optimization with Implicit Hard Contacts

Trajectory Optimization with Implicit Hard Contacts

Full paper and additional information available at http://www.jancarius.de Publication: "

Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning

Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning

The main idea of this work is to use data from full-body simulation of humanoid

Tutorial: Gait and Trajectory Optimization for Legged Robots

Tutorial: Gait and Trajectory Optimization for Legged Robots

Paper, video, open-source code, slides and more: http://www.awinkler.me Intro: 00:29 - Why Legged

Trajectory Optimization for Legged Robots with Slipping Motions

Trajectory Optimization for Legged Robots with Slipping Motions

Video for publication J. Carius, R. Ranftl, V. Koltun and M. Hutter, "

Locomotion Planning through a Hybrid Bayesian Trajectory Optimization

Locomotion Planning through a Hybrid Bayesian Trajectory Optimization

Publication by Tim Seyde, Jan Carius, Ruben Grandia, Farbod Farshidian, Marco Hutter

[RA-L 21] Robust Trajectory Optimization over Uncertain Terrain with Stochastic Complementarity

[RA-L 21] Robust Trajectory Optimization over Uncertain Terrain with Stochastic Complementarity

In this video we will present some of our recent work on

Fast Manipulability Maximization Using Continuous-Time Trajectory Optimization (IROS'19)

Fast Manipulability Maximization Using Continuous-Time Trajectory Optimization (IROS'19)

"Fast Manipulability Maximization Using Continuous-Time

Nonlinear Stochastic Trajectory Optimization for Motion Generation of Legged Robots.

Nonlinear Stochastic Trajectory Optimization for Motion Generation of Legged Robots.

Description: Video submission of the paper " Nonlinear Stochastic

Robust Pivoting Manipulation using Contact Implicit Bilevel Optimization

Robust Pivoting Manipulation using Contact Implicit Bilevel Optimization

This video presents our work on

Robust Trajectory Execution for Multi-Robot Teams Using Distributed Real-time Replanning

Robust Trajectory Execution for Multi-Robot Teams Using Distributed Real-time Replanning

Supplemental video for our paper at DARS 2018. Authors: B. Şenbaşlar, W. Hönig, and N. Ayanian. Abstract:

Trajectory optimization for the PUMA robot with OpenOCL and RTB

Trajectory optimization for the PUMA robot with OpenOCL and RTB

OpenOCL - Open Optimal Control Library RTB - Peter Corke's

Synthesis of Robust Bipedal Behavior through Online Trajectory Optimization

Synthesis of Robust Bipedal Behavior through Online Trajectory Optimization

Authors: Yuval Tassa, Tom Erez, Emo Todorov Title: Synthesis of

[ICRA2022] Robust Pivoting: Exploiting Frictional Stability Using Bilevel Optimization

[ICRA2022] Robust Pivoting: Exploiting Frictional Stability Using Bilevel Optimization

Conference paper presented at IEEE International Conference on

Related Video Content

ROBUST Definition & Meaning - Merriam-Webster information

4 days ago · The meaning of ROBUST is having or exhibiting strength or vigorous health. How to use robust in a...

ROBUST Definition & Meaning | Dictionary.com information

ROBUST definition: strong and healthy; hardy; vigorous. See examples of robust used in a sentence.

ROBUST | English meaning - Cambridge Dictionary information

ROBUST definition: 1. (of a person or animal) strong and healthy: 2. (of an object or system) strong and unlikely...

ROBUST Synonyms: 190 Similar and Opposite Words - Merriam-Webster information

2 days ago · Synonyms for ROBUST: healthy, sturdy, well, strong, whole, wholesome, fit, hale; Antonyms of ROBUST:...

ROBUST | definition in the Cambridge English Dictionary information

ROBUST meaning: 1. (of a person or animal) strong and healthy: 2. (of an object or system) strong and unlikely to…....

Sponsored