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ResearchFormerly WizWand

Reinforcement Learning on Ant-Dir-E reward changes, episodic

312.5Average ReturnAda-Diffuser + DP (Oracle)
177.3212.4247.5282.6May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Ada-Diffuser + DP (Oracle)Base Algorithm=DP, Latent Factor Integration=Ada-Diffuser, Oracle Status=true2026.05312.5
Ada-Diffuser + IDQL (Oracle)Base Algorithm=IDQL, Latent Factor Integration=Ada-Diffuser, Oracle Status=true2026.05309.6
Ada-Diffuser + IDQLBase Algorithm=IDQL, Latent Factor Integration=Ada-Diffuser, Oracle Status=false2026.05295.8
Ada-Diffuser + DPBase Algorithm=DP, Latent Factor Integration=Ada-Diffuser, Oracle Status=false2026.05290.4
DP + DynaMITEBase Algorithm=DP, Latent Factor Integration=DynaMITE, Oracle Status=false2026.05275.2
IDQL + DynaMITEBase Algorithm=IDQL, Latent Factor Integration=DynaMITE, Oracle Status=false2026.05269.3
IDQLBase Algorithm=IDQL, Latent Factor Integration=None, Oracle Status=false2026.05204.6
DPBase Algorithm=DP, Latent Factor Integration=None, Oracle Status=false2026.05182.5