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MuJoCo – Advanced Physics Simulation

53 points - last Sunday at 12:34 AM

Source
  • Rebuff5007

    today at 1:04 PM

    Not sure why this is hitting the home page right now but people may also be interested in Mujoco Playground [1] which is the latest RL environment wrapper of mujoco, implementing both classic deepmind-control benchmarks, and some very new interesting ones!

    [1] https://playground.mujoco.org/

    • tlb

      today at 12:17 PM

      MuJoCo is great. I have it running in the browser for robotics simulation. See for example https://visibot.com/sheet/examples/humanoid_walking.v

      • cachius

        today at 10:33 AM

        This is what StuffMadeHere used in his latest video to simulate a mini-golf course! https://www.youtube.com/watch?v=2OfjZ3ORJfc&t=368s

        The physics engine I'm using is called MuJoCo. And if you're wondering why I didn't write my own physics engine, it's basically because I don't have 20 years.

          • prathje

            today at 10:56 AM

            That the calibration got the simulation so close to reality was quite impressive.

              • cachius

                today at 12:49 PM

                Though he had to resort to manual calibration. I always find he has interesting problems for domain experts and would like to see him team up with one. Also with programmers for faster programs than self taught python.

        • prathje

          today at 10:52 AM

          We are using MuJoCo to train a G1 humanoid robot right now. The best thing is that we do not need to fight with NVIDIA software and that it runs on macOS.

          PS: I just finished a first draft for agentic skills around working with MuJoCo in Python. Feel free to check them out here: https://github.com/prathje/agentic_mujoco_skills

          • zokier

            today at 11:00 AM

            Mujoco is also key part of nvidias Newton physics system

            https://github.com/newton-physics/newton

            • sheepscreek

              today at 12:07 PM

              This makes me so happy and excited! Often my mind wanders into the unknown, imagining what would happy to X if it did this? Would it have friction, etc?

              I am looking forward to a way I can easily describe a scenario and have an LLM build a legitimate simulation for it. No more hypothetical talk! Next best thing to actual experimentation (can be a useful tool in convincing others to join you/support you in said real experiment - “see? I tested it in a simulation and it behaves exactly that way! We need to try this..”).

                • ai_fry_ur_brain

                  today at 12:15 PM

                  Build things yourself. Using LLMs doesnt help you understand anything, they will just give you an annoying case of dunning kruger. Using them will only make you retart-d

              • 4corners4sides

                today at 9:36 AM

                People have made cool racing education simulators with this too: https://github.com/FT-Autonomous/ft_grandprix.

                • xingyi_dev

                  today at 11:09 AM

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