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ResearchFormerly WizWand

Offline Policy Evaluation on ToyGraph (test)

0.0339MSEOPERA
-0.2298361.5503823.33065.110818May 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
OPERAStochasticity=Deterministic, Observability=MDP2024.050.0339
BestOPEStochasticity=Deterministic, Observability=MDP2024.050.0509
WISStochasticity=Deterministic, Observability=MDP2024.050.0509
AvgOPEStochasticity=Deterministic, Observability=MDP2024.050.2872
OPERAStochasticity=Stochastic, Observability=POMDP2024.050.3327
BestOPEStochasticity=Stochastic, Observability=POMDP2024.050.3516
WISStochasticity=Stochastic, Observability=POMDP2024.050.3516
AvgOPEStochasticity=Stochastic, Observability=POMDP2024.050.3889
WISStochasticity=Deterministic, Observability=POMDP2024.050.4487
OPERAStochasticity=Stochastic, Observability=MDP2024.050.4625
WISStochasticity=Stochastic, Observability=MDP2024.050.4755
BestOPEStochasticity=Stochastic, Observability=MDP2024.050.4838
ISStochasticity=Stochastic, Observability=POMDP2024.050.5634
AvgOPEStochasticity=Stochastic, Observability=MDP2024.050.7021
ISStochasticity=Deterministic, Observability=MDP2024.050.7398
ISStochasticity=Stochastic, Observability=MDP2024.051.0803
BestOPEStochasticity=Deterministic, Observability=POMDP2024.051.2193
OPERAStochasticity=Deterministic, Observability=POMDP2024.051.4651
AvgOPEStochasticity=Deterministic, Observability=POMDP2024.052.3425
ISStochasticity=Deterministic, Observability=POMDP2024.056.6273