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Reinforcement Learning on D4RL Ant (Random)

83.4Mean Normalized ReturnAdaptive Policy Selection and Fine-Tuning
2.38423.41744.4565.483May 6, 2026

Evaluation results

MethodLinks
Adaptive Policy Selection and Fine-TuningPhase=Online, Online Interaction Budget=160 K2026.0583.4
BestPhase=Offline, Online Interaction Budget=160 K2026.0582.1
OEPhase=Offline, Online Interaction Budget=160 K2026.0581.4
OPEPhase=Offline, Online Interaction Budget=160 K2026.059
FTPhase=Online, Online Interaction Budget=160 K2026.055.5