Robust Trajectory Optimization For Robot

Media Summary: Presented at the International Conference for ICRA 2021 Best Automation Paper Award Finalist. This work is led by Luke Drnach from the LIDAR group. We proposed a

Robust Trajectory Optimization For Robot - Detailed Analysis & Overview

Presented at the International Conference for ICRA 2021 Best Automation Paper Award Finalist. This work is led by Luke Drnach from the LIDAR group. We proposed a In this work we present a general, two-stage reinforcement learning approach for going from a single demonstration Presentation for IROS 2023 paper: Michael R. Turski, Joseph Norby, and Aaron M. Johnson. "Staged Contact Presentation by Yuji Takubo, Stanford University. Copyright 2025 Yuji Takubo and Simone D'Amico. All rights reserved.

The main idea of this work is to use data from full-body simulation of humanoid Paper, video, open-source code, slides and more: Intro: 00:29 - Why Legged Full paper and additional information available at Publication: " OpenOCL - Open Optimal Control Library RTB - Peter Corke's

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

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

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

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

Staged Contact Optimization: Combining Contact-Implicit and Multi-Phase Hybrid Trajectory Opt.

Towards Robust Spacecraft Trajectory Optimization via Transformers - Yuji Takubo

Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning

Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning

Introduction to Trajectory Optimization

Tutorial: Gait and Trajectory Optimization for Legged Robots

Trajectory Optimization with Implicit Hard Contacts

Trajectory optimization for the PUMA robot with OpenOCL and RTB

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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.

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

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

Staged Contact Optimization: Combining Contact-Implicit and Multi-Phase Hybrid Trajectory Opt.

Staged Contact Optimization: Combining Contact-Implicit and Multi-Phase Hybrid Trajectory Opt.

Presentation for IROS 2023 paper: Michael R. Turski, Joseph Norby, and Aaron M. Johnson. "Staged Contact

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.

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

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

Introduction to Trajectory Optimization

Introduction to Trajectory Optimization

This video is an introduction to

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 with Implicit Hard Contacts

Trajectory Optimization with Implicit Hard Contacts

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

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

Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

Differentiable Trajectory Optimization for Robust Visuomotor Policies | DiffOG Demo

Keywords: Visuomotor control,