Formally Safe Onboard Reinforcement Learning for CubeSat Link Resilience

A formally constrained onboard reinforcement-learning framework for adapting CubeSat modulation and coding during ionospheric scintillation while enforcing a hard link-safety constraint.

Overview

The reported results are simulation results from the research paper; no hardware or on-orbit validation is claimed.

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