Peter Hetzner

One Prompt, Many Rooms: A Force-Directed Approach to 3D Scene Generation for Robotics Simulation

Training generalizable robotic agents requires large datasets of diverse, physically consistent 3D scenes, yet their generation remains a critical bottleneck. Current text-to-scene methods are inefficient for this task; generating diverse layouts requires repeated, expensive sampling that fails to m…