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Benchmarks
Bilevel Reinforcement Learning on LL Problem: Max
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1
Iteration Complexity
PARL
0.92
1.46
2
2.54
May 26, 2026
Iteration Complexity
Sample Complexity
Updated 7d ago
Evaluation Results
Method
Method
Links
Iteration Complexity
Sample Complexity
PARL
Deter. or Stoc.=Deter....
2026.05
1
-
First-Order BRL
Deter. or Stoc.=Stoc.,...
2026.05
1
3
PBRL
Deter. or Stoc.=Deter....
2026.05
1.5
-
SoBiRL
Deter. or Stoc.=Stoc.,...
2026.05
1.5
3.5
HPGD
Deter. or Stoc.=Stoc.,...
2026.05
2
-
SLAC
Deter. or Stoc.=Stoc.,...
2026.05
3
3
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