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Bilevel Reinforcement Learning on LL Problem: Max

1Iteration ComplexityPARL
0.921.4622.54May 26, 2026

Evaluation results

MethodLinks
PARLDeter. or Stoc.=Deter., Oracle=1st + 2nd2026.051—
First-Order BRLDeter. or Stoc.=Stoc., Oracle=1st2026.0513
PBRLDeter. or Stoc.=Deter., Oracle=1st2026.051.5—
SoBiRLDeter. or Stoc.=Stoc., Oracle=1st2026.051.53.5
HPGDDeter. or Stoc.=Stoc., Oracle=1st2026.052—
SLACDeter. or Stoc.=Stoc., Oracle=1st2026.0533