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Montezuma’s Revenge Solved by Go-Explore, a New Algorithm for Hard-Exploration Problems 

kzmssk
December 10, 2018

Montezuma’s Revenge Solved by Go-Explore, a New Algorithm for Hard-Exploration Problems 

Dwango Media Villageのエンジニア 佐々木です。
ATARIの難問題「Montezuma’s Revenge」のSOTAを大幅に更新した強化学習の探索手法Go-Exploreを解説します!

kzmssk

December 10, 2018
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  1. %PNBJOͷ஌ࣝΛೖΕͳ͍৔߹ ؍ଌ৘ใΛѹॖͨ͠΋ͷ "5"3*ͷ৔߹͸ը૾Λμ΢ϯαϯϓϦϯάͨ͠΋ͷ %PNBJOͷ஌ࣝΛೖΕΔ৔߹ ؀ڥ͔ΒऔಘͰ͖Δ༷ʑͳ৘ใ ΩϟϥΫλʔͷҐஔ είΞͳͲ $FMMͷอଘͱ࠶ੜ  

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