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  • MuJoCo — Advanced Physics Simulation
    MuJoCo is a free and open source physics engine that aims to facilitate research and development in robotics, biomechanics, graphics and animation, and other areas where fast and accurate simulation is needed MuJoCo offers a unique combination of speed, accuracy and modeling power, yet it is not merely a better simulator Instead it is the first full-featured simulator designed from the
  • MuJoCo Playground
    We introduce MuJoCo Playground, a fully open-source framework for robot learning built with MJX, with the express goal of streamlining simulation, training, and sim-to-real transfer onto robots With a simple installation process (pip install playground), researchers can train policies in minutes on a single GPU Playground supports diverse robotic platforms, including quadrupeds, humanoids
  • MuJoCo Playground Demo - RSS 2025
    Live demonstration of MuJoCo Playground at RSS 2025 Watch our robots perform dynamic locomotion and dexterous manipulation tasks, all trained in minutes on GPU-accelerated simulation
  • MuJoCoPlayground
    The importance of speed is less obvious – why does it matter if training takes ten minutes or ten hours? The answer lies in reward design (step 2), which cannot be easily automated: what the robot ought to do is an expression of human preference Even if reward design is semi-automated [37], the process remains iterative: RL excels at find-ing policies that obtain reward, but the resulting
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