Media Summary: Video for our IEEE Robotics and Automation Letters (RA-L) 2025 paper: "Contact-Implicit The solution of this module is then used to formulate a Our approach combines the strengths of reinforcement learning (RL) - planning in high-dimensional observation spaces with ...

Efficient Whole Body Trajectory Optimization - Detailed Analysis & Overview

Video for our IEEE Robotics and Automation Letters (RA-L) 2025 paper: "Contact-Implicit The solution of this module is then used to formulate a Our approach combines the strengths of reinforcement learning (RL) - planning in high-dimensional observation spaces with ... Multi-task prioritized controllers generate complex behaviors for humanoids that concurrently satisfy several tasks and constraints. Video for our Robotics and Automation Letters (RA-L) 2016 paper: A Two-Stage 6.8210 Underactuated Robotics Final Project In which we make a humanoid robot perform a parkour move in MATLAB.

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Efficient Whole-Body Trajectory Optimization Using Contact Constraint Relaxation
Contact-Implicit Whole-Body Trajectory Optimization for Dynamic Humanoid Locomotion
Contact-timing and Trajectory Optimization for 3D Jumping on Quadruped Robots
Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization
Contact-timing and Trajectory Optimization for 3D Jumping on Quadruped Robots
Safe trajectory optimization for whole-body motion of humanoids
Introduction to Trajectory Optimization
A Two-Stage Trajectory Optimization Strategy for Articulated Bodies
MIT Humanoid Kong Trajectory Optimization
Whole-Body Trajectory Optimization for Robot Multimodal Locomotion
Efficient Trajectory Optimization for Robot Motion Planning
Trajectory Optimization Through Contacts and Automatic Gait Discovery for Quadrupeds
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Efficient Whole-Body Trajectory Optimization Using Contact Constraint Relaxation

Efficient Whole-Body Trajectory Optimization Using Contact Constraint Relaxation

Abstract: In this work we present a

Contact-Implicit Whole-Body Trajectory Optimization for Dynamic Humanoid Locomotion

Contact-Implicit Whole-Body Trajectory Optimization for Dynamic Humanoid Locomotion

Video for our IEEE Robotics and Automation Letters (RA-L) 2025 paper: "Contact-Implicit

Contact-timing and Trajectory Optimization for 3D Jumping on Quadruped Robots

Contact-timing and Trajectory Optimization for 3D Jumping on Quadruped Robots

The solution of this module is then used to formulate a

Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization

Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization

Our approach combines the strengths of reinforcement learning (RL) - planning in high-dimensional observation spaces with ...

Contact-timing and Trajectory Optimization for 3D Jumping on Quadruped Robots

Contact-timing and Trajectory Optimization for 3D Jumping on Quadruped Robots

The solution of this module is then used to formulate a

Safe trajectory optimization for whole-body motion of humanoids

Safe trajectory optimization for whole-body motion of humanoids

Multi-task prioritized controllers generate complex behaviors for humanoids that concurrently satisfy several tasks and constraints.

Introduction to Trajectory Optimization

Introduction to Trajectory Optimization

This video is an introduction to

A Two-Stage Trajectory Optimization Strategy for Articulated Bodies

A Two-Stage Trajectory Optimization Strategy for Articulated Bodies

Video for our Robotics and Automation Letters (RA-L) 2016 paper: A Two-Stage

MIT Humanoid Kong Trajectory Optimization

MIT Humanoid Kong Trajectory Optimization

6.8210 Underactuated Robotics Final Project In which we make a humanoid robot perform a parkour move in MATLAB.

Whole-Body Trajectory Optimization for Robot Multimodal Locomotion

Whole-Body Trajectory Optimization for Robot Multimodal Locomotion

Preprint: https://arxiv.org/pdf/2211.12849.pdf Code: ...

Efficient Trajectory Optimization for Robot Motion Planning

Efficient Trajectory Optimization for Robot Motion Planning

In this work, an

Trajectory Optimization Through Contacts and Automatic Gait Discovery for Quadrupeds

Trajectory Optimization Through Contacts and Automatic Gait Discovery for Quadrupeds

In this work we present a

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