metadata
license: apache-2.0
library_name: jax
tags:
- robotics
- vision-language-action
- vla
- flow-matching
- manipulation
- garment-folding
- lehome-challenge
- sim-to-real
pipeline_tag: robotics
datasets:
- lehome/dataset_challenge_real
LeHome Challenge 2026 — Real-World Policy
This is my policy for the real-world final of the LeHome Challenge 2026 (ICRA 2026), a competition on bimanual garment folding with a physical LeRobot SO-ARM101 setup. It placed 2nd.
It is a π0.5-based vision-language-action policy, trained as behavior cloning on a mix of organizer teleop data, my own teleop / DAgger corrections, and heavily-augmented simulation replays. It builds on the simulation-round policy.
For how it works and how to run it, please refer to the code repository and the tech report.
- 💻 Code: https://github.com/IliaLarchenko/lehome_solution
- 📄 Tech report: https://arxiv.org/abs/2606.27163
- ✍️ Blog post: https://ilialarchenko.com/projects/lehome2026
- 🤖 Simulation-round policy: https://huggingface.co/IliaLarchenko/lehome_sim