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Reinforcement Learning on D4RL Ant Medium-Replay

81.8Mean Normalized ReturnAdaptive Policy Selection and Fine-Tuning
26.99241.22155.4569.679May 6, 2026

Evaluation results

MethodLinks
Adaptive Policy Selection and Fine-TuningPhase=Online, Online Interaction Budget=160 K2026.0581.8
BestPhase=Offline, Online Interaction Budget=160 K2026.0577.4
OEPhase=Offline, Online Interaction Budget=160 K2026.0577.4
FTPhase=Online, Online Interaction Budget=160 K2026.0537.6
OPEPhase=Offline, Online Interaction Budget=160 K2026.0529.1