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ManipulaPy is a modular, GPU-accelerated Python package for robotic manipulator simulation, planning, control, and perception. It supports kinematics, dynamics, planning, control, PyBullet simulation
NVIDIA Nemotron plans robot pick-and-place; physics checks every plan before anything moves and sends failures back for repair. 65% success vs 43% unverified, 0 unsafe executions.