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Offline Behavior Distillation on D4RL Halfcheetach (medium-expert)

59.8Normalized ReturnBC (Whole)
-0.31215.29430.946.506Dec 7, 2025

Evaluation results

MethodLinks
BC (Whole)Dataset=Whole offline dataset2025.1259.8
OffRL (Whole)Dataset=Whole offline dataset, Algorithm=Cal-QL2025.1250.8
DBCNsyn=2562025.1229
SDWNsyn=256, tau=0.12025.1225
Av-PBCNsyn=2562025.1222
PBCNsyn=2562025.1220.5
Rand (Dreal)Selection=Random, Source=Dreal, Nsyn=2562025.127.8
Rand (Doff)Selection=Random, Source=Doff, Nsyn=2562025.122