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ResearchFormerly WizWand

Off-policy evaluation on OBP library avg over 50 datasets

0.735Cumulative RewardHD-CBREAL
0.55820.60410.650.6959May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HD-CBREALN (Number of actions)=15, d (Context dimensionality)=52026.050.735
HD-CBREALN (Number of actions)=20, d (Context dimensionality)=52026.050.733
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=5, Precision (bits)=3 bits2026.050.728
HD-CBREALN (Number of actions)=20, d (Context dimensionality)=102026.050.724
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=5, Precision (bits)=3 bits2026.050.718
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=5, Precision (bits)=4 bits2026.050.718
LinEPSN (Number of actions)=20, d (Context dimensionality)=52026.050.716
LinEPSN (Number of actions)=15, d (Context dimensionality)=52026.050.711
HD-CBREALN (Number of actions)=15, d (Context dimensionality)=102026.050.708
LinEPSN (Number of actions)=20, d (Context dimensionality)=102026.050.708
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=5, Precision (bits)=2 bits2026.050.707
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=5, Precision (bits)=4 bits2026.050.705
LinEPSN (Number of actions)=15, d (Context dimensionality)=102026.050.703
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=5, Precision (bits)=2 bits2026.050.7
LinEPSN (Number of actions)=20, d (Context dimensionality)=152026.050.69
HD-CBREALN (Number of actions)=10, d (Context dimensionality)=52026.050.687
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=10, Precision (bits)=3 bits2026.050.685
HD-CBREALN (Number of actions)=10, d (Context dimensionality)=102026.050.684
LinEPSN (Number of actions)=10, d (Context dimensionality)=102026.050.683
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=5, Precision (bits)=4 bits2026.050.682
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=5, Precision (bits)=3 bits2026.050.681
HD-CBREALN (Number of actions)=20, d (Context dimensionality)=152026.050.681
LinEPSN (Number of actions)=15, d (Context dimensionality)=152026.050.678
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=5, Precision (bits)=4 bits2026.050.677
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=5, Precision (bits)=4 bits2026.050.675
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=10, Precision (bits)=3 bits2026.050.671
LinEPSN (Number of actions)=10, d (Context dimensionality)=52026.050.665
HD-CBREALN (Number of actions)=15, d (Context dimensionality)=152026.050.664
LinEPSN (Number of actions)=10, d (Context dimensionality)=152026.050.663
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=5, Precision (bits)=3 bits2026.050.663
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=10, Precision (bits)=2 bits2026.050.661
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=5, Precision (bits)=2 bits2026.050.659
HD-CBREALN (Number of actions)=10, d (Context dimensionality)=152026.050.659
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=5, Precision (bits)=3 bits2026.050.658
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=10, Precision (bits)=4 bits2026.050.657
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=10, Precision (bits)=4 bits2026.050.656
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=15, Precision (bits)=3 bits2026.050.656
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=10, Precision (bits)=3 bits2026.050.652
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=5, Precision (bits)=2 bits2026.050.645
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=10, Precision (bits)=4 bits2026.050.643
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=5, Precision (bits)=2 bits2026.050.643
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=10, Precision (bits)=2 bits2026.050.642
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=10, Precision (bits)=4 bits2026.050.636
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=10, Precision (bits)=4 bits2026.050.635
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=10, Precision (bits)=3 bits2026.050.634
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=10, Precision (bits)=2 bits2026.050.631
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=15, Precision (bits)=3 bits2026.050.631
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=5, Precision (bits)=4 bits2026.050.63
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=15, Precision (bits)=3 bits2026.050.63
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=15, Precision (bits)=2 bits2026.050.623
HD-CBPROBN (Number of actions)=20, d (Context dimensionality)=15, Precision (bits)=4 bits2026.050.621
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=5, Precision (bits)=3 bits2026.050.62
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=15, Precision (bits)=4 bits2026.050.618
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=10, Precision (bits)=4 bits2026.050.614
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=10, Precision (bits)=3 bits2026.050.614
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=10, Precision (bits)=2 bits2026.050.614
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=15, Precision (bits)=4 bits2026.050.608
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=5, Precision (bits)=2 bits2026.050.606
HD-CBPROBN (Number of actions)=10, d (Context dimensionality)=15, Precision (bits)=2 bits2026.050.603
HD-CBPROBN (Number of actions)=15, d (Context dimensionality)=15, Precision (bits)=2 bits2026.050.601
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=15, Precision (bits)=4 bits2026.050.601
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=10, Precision (bits)=3 bits2026.050.598
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=10, Precision (bits)=2 bits2026.050.598
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=15, Precision (bits)=3 bits2026.050.591
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=15, Precision (bits)=4 bits2026.050.588
HD-CBBINN (Number of actions)=20, d (Context dimensionality)=15, Precision (bits)=2 bits2026.050.584
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=15, Precision (bits)=4 bits2026.050.583
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=10, Precision (bits)=2 bits2026.050.581
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=15, Precision (bits)=3 bits2026.050.573
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=15, Precision (bits)=2 bits2026.050.569
HD-CBBINN (Number of actions)=10, d (Context dimensionality)=15, Precision (bits)=3 bits2026.050.569
HD-CBBINN (Number of actions)=15, d (Context dimensionality)=15, Precision (bits)=2 bits2026.050.565