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Reinforcement Learning on PrivateEye

69,571Final Mean PerformanceAvg. Human
-2,748.5216,026.7434,80253,577.26Oct 30, 2018

Evaluation results

MethodLinks
Avg. Human2018.1069,571—
SOTAcitation=[2]2018.1015,806—
RND2018.108,666—
PPO2018.10105—
Dynamics2018.1033—
Average HumanPure-exploration regime=true2022.06—69,571.3
BYOL-ExplorePure-exploration regime=true, Episodes=10, Seeds=32022.06—5,495.88
ICMPure-exploration regime=true, Episodes=10, Seeds=32022.06—469.09
RNDPure-exploration regime=true, Episodes=10, Seeds=32022.06—4,309.31