Media Summary: Paper, video, open-source code, slides and more: Intro: 00:29 - Why Legged Lecture 13 for Optimal Control and Reinforcement Learning (CMU 16-745) 2025 by Prof. Zac Manchester. Topics: - Free and ... Full paper and additional information available at Publication: "

Direct Collocation Methods For Trajectory Optimization In Constrained Robotic Systems - Detailed Analysis & Overview

Paper, video, open-source code, slides and more: Intro: 00:29 - Why Legged Lecture 13 for Optimal Control and Reinforcement Learning (CMU 16-745) 2025 by Prof. Zac Manchester. Topics: - Free and ... Full paper and additional information available at Publication: " March 3, 2026 Instructor: Dr. Christian Hubicki Applied Optimal Control EML 4930/5930-0001. This video shows how to formulate and program a Lecture 12 for Optimal Control and Reinforcement Learning 2022 by Prof. Zac Manchester. Topics: - Free and minimum-time ...

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Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems
Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems
Introduction to Trajectory Optimization
Tutorial: Gait and Trajectory Optimization for Legged Robots
Robotics Lec14c: Trajectory optimization using shooting method (Fall 2024)
Optimal Control (CMU 16-745) 2024 Lecture 13: Direct Trajectory Optimization
Applied Optimal Control -- Lecture 18: Coding Direct Collocation
A Two-Stage Trajectory Optimization Strategy for Articulated Bodies
Trajectory Optimization with Implicit Hard Contacts
Applied Optimal Control -- Lecture 13: Direct Collocation
Robotics Lec14a: Introduction to Trajectory Optimization (Fall 2024)
Robotics Lec14b: Trajectory optimization using collocation (Fall 2024)
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Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems

Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems

Companion video of the paper "

Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems

Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems

companion video of the paper "

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

Robotics Lec14c: Trajectory optimization using shooting method (Fall 2024)

Robotics Lec14c: Trajectory optimization using shooting method (Fall 2024)

This video explains the shooting

Optimal Control (CMU 16-745) 2024 Lecture 13: Direct Trajectory Optimization

Optimal Control (CMU 16-745) 2024 Lecture 13: Direct Trajectory Optimization

Lecture 13 for Optimal Control and Reinforcement Learning (CMU 16-745) 2025 by Prof. Zac Manchester. Topics: - Free and ...

Applied Optimal Control -- Lecture 18: Coding Direct Collocation

Applied Optimal Control -- Lecture 18: Coding Direct Collocation

2026-03-26.

A Two-Stage Trajectory Optimization Strategy for Articulated Bodies

A Two-Stage Trajectory Optimization Strategy for Articulated Bodies

Video for our

Trajectory Optimization with Implicit Hard Contacts

Trajectory Optimization with Implicit Hard Contacts

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

Applied Optimal Control -- Lecture 13: Direct Collocation

Applied Optimal Control -- Lecture 13: Direct Collocation

March 3, 2026 Instructor: Dr. Christian Hubicki Applied Optimal Control EML 4930/5930-0001.

Robotics Lec14a: Introduction to Trajectory Optimization (Fall 2024)

Robotics Lec14a: Introduction to Trajectory Optimization (Fall 2024)

This video explains what is

Robotics Lec14b: Trajectory optimization using collocation (Fall 2024)

Robotics Lec14b: Trajectory optimization using collocation (Fall 2024)

Collocation

Constrained robotic optimization and control

Constrained robotic optimization and control

Optimization

Robotics Lec11: Trajectory Optimization (Fall 2023)

Robotics Lec11: Trajectory Optimization (Fall 2023)

This video shows how to formulate and program a

Improving Gecko Adhesive Performance in Robotic Systems Through Trajectory Optimization

Improving Gecko Adhesive Performance in Robotic Systems Through Trajectory Optimization

IEEE RA-L paper: https://ieeexplore.ieee.org/document/11297821.

Dynamically-Consistent Trajectory Optimization for Legged Robots via Contact Point Decomposition

Dynamically-Consistent Trajectory Optimization for Legged Robots via Contact Point Decomposition

"Dynamically-Consistent

Updated: Trajectory Optimization Through Contacts and Automatic Gait Discovery for Quadrupeds

Updated: Trajectory Optimization Through Contacts and Automatic Gait Discovery for Quadrupeds

In this work we present a

Optimal Control (CMU 16-745) - Lecture 12: Direct Trajectory Optimization Methods

Optimal Control (CMU 16-745) - Lecture 12: Direct Trajectory Optimization Methods

Lecture 12 for Optimal Control and Reinforcement Learning 2022 by Prof. Zac Manchester. Topics: - Free and minimum-time ...

Contact-Implicit Trajectory Optimization using Orthogonal Collocation

Contact-Implicit Trajectory Optimization using Orthogonal Collocation

In this paper we propose a

A Direct Method for Trajectory Optimization of Rigid Bodies Through Contact

A Direct Method for Trajectory Optimization of Rigid Bodies Through Contact

...