List your company

Offline Behavior Distillation on D4RL Walker2D (medium-expert)

109Normalized ReturnOffRL (Whole)
2.60830.22957.8585.471Dec 7, 2025

Evaluation results

MethodLinks
OffRL (Whole)Dataset=Whole offline dataset, Algorithm=Cal-QL2025.12109
BC (Whole)Dataset=Whole offline dataset2025.1289.6
SDWNsyn=256, tau=0.12025.1244.6
Av-PBCNsyn=2562025.1242.1
PBCNsyn=2562025.1234
Rand (Dreal)Selection=Random, Source=Dreal, Nsyn=2562025.1217.8
DBCNsyn=2562025.1211.7
Rand (Doff)Selection=Random, Source=Doff, Nsyn=2562025.126.7