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Dongmin Lee

?????. ????? ????? ?? ???? ??? ?? ppt? '????? ??'? ??? ??????. ??? ???? ?? ??? ????? ???? ???? ????? ???? ???? ??? ?????? ?????. https://www.youtube.com/watch?v=PQtDTdDr8vs&feature=youtu.be ?? ??? ???? ? ?? ?????. ?????.

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????? ?? ???
? ??? ?? ?? ???? ??????. ?? : ???? ???? ??? ???? ??? ?? : http://wikibook.co.kr/reinforcement-learning Reference
Index 1. ???? ?? 2. ???? ?? 3. ?? ????? ??
1. ???? ??
1. ???? ?? ?????? ???? ????? ????
1. ???? ?? ?????? ???? ????? ????
?????? ???? ??(Reinforcement)? ??? ????(Trial and Error)? ?? ???? ?? ? ??
?????? ???? ??(Reinforcement)? ??? ????(Trial and Error)? ?? ???? ?? ? ??
?????? ???? ???? ? ??? ????
?????? ???? 1. ?? ?? ??? ???. 2. ?? ?????? ??? ?? ?? ?? ???? ??? ??. 3. ???? ??? ??? ???. 4. ???? ??? ??? ???? ????? ??? ?? ?? ?????. 5. ???? ??? ?? ?? ???? ??? ?? ?? ??? ??? ??? ??? ?? ?? ?? ???? ?? ??? ??. 6. ? ??? ????? ?? ???? ??? ??? ?? ? ??? ?? ????. ?? : ???? ???? ??? ???? ???? ??? ?? : /WoongwonLee/ss-78783597
?????? ???? ??? ??? ?? ??? ?? ??? ??? ?? ??
?????? ???? ?? ??? ??? ? ? ??? ???? ???? ??? ?? ??? ??? ???? ? ?? ??. ?? : ???? ???? ??? ???? ???? ??? ?? : /WoongwonLee/ss-78783597
?????? ???? ?? ????? ?? : ??? ???? ?? ??? ?? ?? ?? : ??????2 ????(StarCraft Å Reinforcement Learning) ??? ?? : /sjhshy/2-starcraft-ii-reinforcement-learning-80779324
1. ???? ?? ?????? ???? ????? ????
????? ???? ????(Machine Learning)??? ????? ? ???? ???? ??? ???? ?? ????? ???? ?? ?? ?? : ????, ?????, ????
????(Reinforcement Learning) - ??(Reward)? ?? ?? - ??? ???? ??? ??(Action)? ?? ??? ?? - ??? ??? ??? ???? ??? ?? ?? - ??? ?? ?? ??? ?? ?? ??? ?? ????? ????
????? ???? ?? : [???AI???]???? ???? ????? ?? ??? ?? : https://brunch.co.kr/@kakao-it/73
????? ???? ????? ?? : ＾??? ???? ?? ??￣? ???? ? ?? : [???AI???]???? ???? ????? ?? ??? ?? : https://brunch.co.kr/@kakao-it/73
????? ???? ????? ?????
????? ???? ??? ?? ????? ??? ????? ?
2. ???? ??
2. ???? ?? ????? ??? ????? ??? ?? ??? ??
2. ???? ?? ????? ??? ?? ??? ??? ? ???? ?? MDP(Markov Decision Process)
MDP(Markov Decision Process) - ??(State) : ??? ?? + ??? ??(ex. ??, ??? ?) - ??(Action) : ??? ???? ?? ? ?? ??(ex. ?, ?, ?, ?) - ??(Reward) : ????? ??? ? ?? ??? ?? (?? ???? ??? ??? ????? ?? ???? ??!) - ??(Policy) : ??? ?? ?? ??(MDP)?? ??? ? ? ?? ??? ?? ????? ?? ??? ?? ??? ???? ? ??? ?? ?? ??? ???? -> ｀Optimal Policy¨? ???!
????? ??????
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