Shypd.aiThe largest open index of AI toolsProtoMotions is a GPU-accelerated simulation and learning framework for training physically simulated digital humans and humanoid robots. It provides a fast prototyping platform for various simulated humanoid learning tasks.
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ProtoMotions is a GPU-accelerated simulation and learning framework designed for training physically simulated digital humans and humanoid robots. It serves as a fast prototyping platform for researchers and practitioners in animation, robotics, and reinforcement learning, bridging efforts across these communities. The framework emphasizes modularity, extensibility, and scalability, allowing users to train fully physically simulated characters from large motion datasets within hours using multiple GPUs. Key capabilities include one-command retargeting of motion data to various robots, training robots to perform motor skills, and sim-to-sim testing across different physics engines like NVIDIA Newton and MuJoCo. ProtoMotions also supports sim-to-real deployment, enabling policies trained in simulation to transfer directly to real hardware like the Unitree G1 humanoid robot. It offers high-fidelity rendering in IsaacSim and integration with motion authoring tools like Kimodo for text-to-motion generation.
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