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Note 01 · space / reinforcement learning / autonomy

The orbit is now being asked to police itself

Yethikrishna ROriginal on Threads

the orbit is now being asked to police itself: a reinforcement learning policy trained with ppo dodged debris in 97.5 percent of geostationary scenarios where a rule based controller managed 20.7, uk’s project nova watches the growing wreckage, and satellites now plan maneuvers on board without waiting for ground commands.

the orbit now files its own traffic report.

Sources

  1. arXiv: Satellite Trajectory Optimization via Proximal Policy Optimization for Space Debris Avoidancearxiv.org

Provenance

The note above is reproduced unedited from the original post, first published on Threads on 3 October 2026 at 18:06 IST. Sources are the papers and datasets the note draws on.

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