evidence_type: citation_reported
benchmark: satnet
solver: rl_ppo_goh2021
runnable: false
provenance:
  paper: "Goh et al. (2021), SatNet: A benchmark for satellite scheduling optimization"
  table: "Table 3"
  source_url: "https://openreview.net/pdf?id=buIUxK7F-Bx"
  note: >
    Values are reported RL/PPO results selected from 1,000 stochastic inference runs after convergence.
    They are not reproduced solver runs from this repository.
cases:
  - case_id: W10_2018
    total_hours: 886
    total_requested_hours: 1192
    n_satisfied_requests: 204
    u_rms: 0.28
    u_max: 0.71
    training_time_hours: 4
  - case_id: W20_2018
    total_hours: 1000
    total_requested_hours: 1406
    n_satisfied_requests: 223
    u_rms: 0.27
    u_max: 0.81
    training_time_hours: 18
  - case_id: W30_2018
    total_hours: 1100
    total_requested_hours: 1464
    n_satisfied_requests: 229
    u_rms: 0.28
    u_max: 0.85
    training_time_hours: 13
  - case_id: W40_2018
    total_hours: 1058
    total_requested_hours: 1737
    n_satisfied_requests: 216
    u_rms: 0.39
    u_max: 0.82
    training_time_hours: 6
  - case_id: W50_2018
    total_hours: 879
    total_requested_hours: 1292
    n_satisfied_requests: 185
    u_rms: 0.36
    u_max: 0.67
    training_time_hours: 25
