Machine Heart
Machine Heart
Apr 2, 2026 · Artificial Intelligence

HSImul3R: Bridging Perception and Simulation for Physics‑Ready 3D Human‑Scene Interaction

HSImul3R introduces a physics‑in‑the‑loop reconstruction pipeline that closes the perception‑simulation gap by jointly optimizing human motion and scene geometry, leveraging reinforcement learning, direct simulation‑reward optimization, and a new HSIBench dataset to produce simulation‑ready 3D human‑scene interactions.

3D reconstructionDSROHSIBench
0 likes · 12 min read
HSImul3R: Bridging Perception and Simulation for Physics‑Ready 3D Human‑Scene Interaction
Amap Tech
Amap Tech
Oct 3, 2025 · Artificial Intelligence

How FantasyHSI Enables Autonomous 3D Human Interaction in Any Scene

FantasyHSI introduces a graph‑based multi‑agent framework that combines visual‑language models and video‑generation diffusion to let digital humans perceive, plan, and interact autonomously in any 3D scene, producing physically plausible, long‑duration actions for animation creation and embodied‑AI simulation.

3D synthesisGraph Modelinghuman-scene interaction
0 likes · 12 min read
How FantasyHSI Enables Autonomous 3D Human Interaction in Any Scene