ProtoMotions3 is a physics simulation and learning framework for training digital humans and humanoid robots. It leverages GPU-accelerated physics engines (IsaacGym, MuJoCo, Newton) to enable fast prototyping of reinforcement learning tasks. The framework provides modular and extensible tooling for researchers and practitioners in robotics, character animation, and AI-based motion synthesis.