October 2026 - Mars-run (how do you sprint fastest on Mars?)
A simulated human (1.75 m, 75 kg, 31 joints) learns to sprint 30 m from a standing start, from scratch, with reinforcement learning (PPO + AMP in MuJoCo/MJX, trained on cloud GPUs) – on Earth and on Mars, with gravity as the only difference. Mars' low gravity cuts the grip to 38 % of Earth's, and the runner found its own answer: a deep forward lean (about 46°), long flight phases and a cautious start. 5.40 s on Mars versus 5.18 s on Earth, the same running style in three independent trainings per world. Project page with films and report: https://dynasus.com/marsrun/
Full project report – body, training method, all 18 training runs, problems solved, results and caveats (PDF, in Swedish): https://dynasus.com/marsrun/rapport.pdf
Earth vs Mars in slow motion: https://dynasus.com/marsrun/slowmotion.mp4
















