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ResearchFormerly WizWand

Reinforcement Learning on MountainCar (Pure)

-44.6Avg Reward (gamma=0.01)CQL
-386.136-297.468-208.8-120.132Feb 13, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CQLData source (optimality)=Pure, Algorithm variant=Acting2021.02-44.6-500-499.3
MORELData source (optimality)=Pure-8-20, Algorithm variant=Acting2021.02-44.6-500-500
CQLData source (optimality)=Pure-8-20, Algorithm variant=Acting2021.02-44.7-500-500
CQLData source (optimality)=Pure-8-40, Algorithm variant=Acting2021.02-44.7-500-490.1
MORELData source (optimality)=Pure-8-40, Algorithm variant=Acting2021.02-44.7-500-492.1
BCQData source (optimality)=Pure, Algorithm variant=Acting2021.02-44.79-380.7-500
MORELData source (optimality)=Pure, Algorithm variant=Planning2021.02-46-500-500
BCQData source (optimality)=Pure-8-40, Algorithm variant=Planning2021.02-50.01-373.6-352
True env+MPCData source (optimality)=Oracle (True Environment)2021.02-53.95-182.9-197.5
True env+MPCData source (optimality)=Oracle (True Environment)2021.02-53.95-182.9-197.5
True env+MPCData source (optimality)=Oracle (True Environment)2021.02-53.95-182.9-197.5
PerSimData source (optimality)=Pure-8-202021.02-54.2-191.2-199.7
PerSimData source (optimality)=Pure-8-402021.02-54.6-189.7-200.3
Vanilla CaDMData source (optimality)=Pure-8-402021.02-55.23-481.7-496.2
Vanilla CaDMData source (optimality)=Pure-8-202021.02-56.73-463.2-478.9
PerSimData source (optimality)=Pure2021.02-56.8-189.4-210.6
MORELData source (optimality)=Pure-8-40, Algorithm variant=Planning2021.02-61.3-373.2-428.5
CQLData source (optimality)=Pure-8-40, Algorithm variant=Planning2021.02-61.4-366.9-429.1
BCQData source (optimality)=Pure, Algorithm variant=Planning2021.02-67.6-267.8-295.1
BCQData source (optimality)=Pure-8-20, Algorithm variant=Planning2021.02-71.21-286.6-328.3
PE-TS CaDMData source (optimality)=Pure2021.02-74.23-492.3-500
CQLData source (optimality)=Pure-8-20, Algorithm variant=Planning2021.02-79.4-357.9-407.6
MORELData source (optimality)=Pure-8-20, Algorithm variant=Planning2021.02-83.5-357-407.4
BCQData source (optimality)=Pure-8-40, Algorithm variant=Acting2021.02-94.87-358.7-486.5
PE-TS CaDMData source (optimality)=Pure-8-402021.02-102.3-500-500
Vanilla CaDMData source (optimality)=Pure2021.02-106.3-432.3-471.8
PE-TS CaDMData source (optimality)=Pure-8-202021.02-107.6-500-500
CQLData source (optimality)=Pure, Algorithm variant=Planning2021.02-176.1-316.4-362.9
BCQData source (optimality)=Pure-8-20, Algorithm variant=Acting2021.02-364.5-260.6-204.5
MORELData source (optimality)=Pure, Algorithm variant=Acting2021.02-373-500-500