Genesis

Genesis is an open-source simulation platform for embodied AI that provides a high-fidelity, highly parallel environment for training and evaluating agents in physically realistic settings. Built for large-scale experimentation, Genesis supports thousands of simultaneous simulations on a single GPU, enabling rapid data collection for reinforcement learning, robotics, and control research. The platform emphasizes accurate physics, including rigid-body and soft-body dynamics, contact-rich interactions, and diverse material properties, allowing agents to learn behaviors that transfer more reliably to the real world.

Key capabilities include procedurally generated environments, configurable tasks, and support for complex articulated bodies such as robotic arms, mobile robots, and multi-limbed agents. Genesis offers APIs for integrating with common machine learning frameworks, making it straightforward to define custom tasks, reward functions, and training loops. Researchers can simulate manipulation, locomotion, navigation, and multi-agent interactions under varying environmental conditions such as terrain, lighting, and object layouts.