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A Simulation Environment for Deformable Object Manipulation in Household Scenarios    

*ICRA2026 Accepted & Best Poster of IROS 2025 WS
VIDEO
🔥Highlights
  1. LeHome simulates Four Household Environments (kitchen, living room, washroom, and bedroom) with photorealistic assets and diverse interactive objects. These scenes cover a wide range of Daily Tasks such as folding clothes, cooking, and cleaning, providing a comprehensive platform for studying embodied manipulation in realistic home settings.

  2. LeHome focuses on Deformable Object simulation and manipulation, covering Six Physical Categories: Liquid, Gaseous Fluid, Granular Object, Linear Object, Thin Shell, and Volumetric Objec. Using methods like PBD and FEM, it achieves high-fidelity simulations of elastic, plastic, and flow behaviors, enabling Realistic Interactions such as cutting, wrinkling, and pouring.

  3. LeHome introduces the Action Graph, a causal event-driven mechanism that links physical dynamics with logical task execution. This system ensures realistic cause-effect relationships in manipulation — such as a knife cutting a sausage or opening a microwave — by modeling triggers, computations, and state updates in a structured graph.

  4. LeHome supports Low-Cost & Open-Source robot. It supports keyboard, game controller, and leader–follower teleoperation, enabling easy data collection and high-fidelity teleoperation demonstrations. This combination offers an affordable, scalable solution for developing and testing household robotic policies.

Deformable Gallery
Pour the coffee beans out of the bowl.
Wipe the dust off the table with a sponge.
Place the beef patties on the bread on the plate.
Cut the sausage into sections with a knife.
Plug the cable into the socket.
Hang the bag on the hanger hook.
Fold and unfold a poster.
Fling a denim top.
Wipe the dirty water off the floor with a rag.
Deformation of ketchup on bread.
Operate the knob until flame appears.
Use sweeping to clean particles.
Open and close blinds.
Turn on the microwave as the light comes on.
Operating the knob to heat the beef patties.
Fold denim jacket on the table.