A deep RL scheduler with macro-action blocks and constraint masking was built and deployed for NASA's Carruthers Geocorona Observatory, generating feasible schedules faster than heuristics.
arXiv preprint arXiv:2408.15041 , year=
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Deep RL for Fast Long-Horizon Operations Scheduling on NASA's Carruthers Geocorona Observatory Mission
A deep RL scheduler with macro-action blocks and constraint masking was built and deployed for NASA's Carruthers Geocorona Observatory, generating feasible schedules faster than heuristics.