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ResearchFormerly WizWand

Atari Game Playing on Pitfall

114,000ScoreHuman World Record
-4,857.54425,999.70356,856.9587,714.197Jan 30, 2019
Updated 8mo ago

Evaluation results

MethodLinks
Human World RecordAlgorithm Category=Human2019.01114,000
Go-ExploreAlgorithm Category=Reinforcement Learning, Domain knowledge utilization=true, Score Aggregation=Best2019.01107,363
TDC+CMCAlgorithm Category=Imitation Learning2019.0176,813
Go-ExploreAlgorithm Category=Reinforcement Learning, Domain knowledge utilization=true, Score Aggregation=Average2019.0159,494
Human ExpertAlgorithm Category=Human2019.0147,821
Average HumanAlgorithm Category=Human2019.016,464
Ape-X DQfDAlgorithm Category=Imitation Learning2019.013,997
DQfDAlgorithm Category=Imitation Learning2019.0157
Duel. DQNAlgorithm Category=Reinforcement Learning2019.010
DQN-CTSAlgorithm Category=Reinforcement Learning2019.010
DQN-PixelCNNAlgorithm Category=Reinforcement Learning2019.010
C51Algorithm Category=Reinforcement Learning2019.010
UBEAlgorithm Category=Reinforcement Learning2019.010
RainbowAlgorithm Category=Reinforcement Learning2019.010
Ape-XAlgorithm Category=Reinforcement Learning2019.01-1
IMPALAAlgorithm Category=Reinforcement Learning2019.01-1.2
Pop-ArtAlgorithm Category=Reinforcement Learning2019.01-3
RNDAlgorithm Category=Reinforcement Learning2019.01-3
ReactorAlgorithm Category=Reinforcement Learning2019.01-3.5
Prior. DQNAlgorithm Category=Reinforcement Learning2019.01-15
DDQNAlgorithm Category=Reinforcement Learning2019.01-30
A3CAlgorithm Category=Reinforcement Learning2019.01-78
DeepCSAlgorithm Category=Reinforcement Learning2019.01-186
A3C-CTSAlgorithm Category=Reinforcement Learning2019.01-259
DQNAlgorithm Category=Reinforcement Learning2019.01-286.1