Home Projects model-based-diffusion
model-based-diffusion
Python

model-based-diffusion

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynamics model to run the reverse denoising process to generate h

by LeCAR-Lab · GitHub
Stars
Forks
License
Created
Last commit
Category
Language
controldiffusiondiffusion-modelsApache-2.0Python
View on GitHub
In plain words

Optimize movement paths for robots using a new AI-based approach.

You maintain this project?

Claim its page: indexed whatever its rank, translated into six languages, and enriched with what you write yourself.

Claim this page →
model-based-diffusion — GitHub preview card
📈 Star history
340339
2026-07-202026-08-31
📈 Track model-based-diffusion

Get an email alert on its next release or when it starts trending — never miss the moment.

Free · no card · unsubscribe anytime
Get email alerts →
📄 About

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynamics model to run the reverse denoising process to generate h

model-based-diffusion has 339 stars on GitHub. It has been forked 33 times. model-based-diffusion is written mainly in Python. It has been in active development since 2024. model-based-diffusion is available under the Apache-2.0 license. Its main topics are control, diffusion, diffusion-models, optimization.

Frequently asked questions

What is model-based-diffusion?

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynamics model to run the reverse denoising process to generate h

Is model-based-diffusion open source?

model-based-diffusion is an open-source project. It is released under the Apache-2.0 license.

Is model-based-diffusion free?

Yes. model-based-diffusion is free and open source — you can use, modify and self-host it.

What license does model-based-diffusion use?

model-based-diffusion is available under the Apache-2.0 license.

What language is model-based-diffusion written in?

model-based-diffusion is written mainly in Python.

🏅 Maintainer of this project?
olud.ai badge — model-based-diffusion

Add this live badge to your README — your GitHub stars and directory rank, refreshed daily.

[![olud.ai](https://olud.ai/badge.php?tool=lecar-lab-model-based-diffusion)](https://olud.ai/project/lecar-lab-model-based-diffusion.html)
More badge options →
🧬 Shares DNA with🧬 View the DNA map →

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.