強化学習で何ができるようになるのか / What can you do with reinforcement learning

Platinam Data Meetup Vol.2(https://brainpad-meetup.connpass.com/event/100568/)
の5分LT枠で発表した際の資料です。

Transcript

1. .
   5
   

   View Slide

2. 
   
   
   
   

   View Slide

3. 
   5 5 5
   

   View Slide

4. 
   
   .5 3 2
   4
   12
   

   View Slide

5. 
   
   

   View Slide

6. 5
   S (
   ) (
   ) ) ( D R
   

   View Slide

7. 
   a
   d D
   S e
   

   View Slide

8. 
   )
   (
   
   (
   (
   

   View Slide

9. 
   )
   
   )
   ( )
   (
   

   View Slide

10. 
    
    

    View Slide

11. L MSN
    e ) - ) ( ) hi
    1 0 1 0
    kt N gl L MSN
    G a
    G Aru o
    L MSN
    c
    w
    

    View Slide

12. 
    
    1
    4
    -
    4
    

    View Slide

13. !
    
    -
    A
    
    
    

    View Slide

14. 
    
    
    A
    d % A
    e
    N a - A
    r A
    S w A
    N
    

    View Slide

15. e
    
    #" !
    W T- W
    - ) LC b ) -
    ( W W
    V R W ) W
    
    

    View Slide

16. 
    
    
    
    

    View Slide

17. 
    
    A 7HDSPLPJ SDPTIHSDENH /S KLUH U SHT IQS DNDENH 4ODJH H QJPLULQP
    KUURT- DS L QSJ R I R I
    A HLPIQS HOHPU 7HDSPLPJ LP 94
    KUURT- OH L O QO . LNL SHLPIQS HOHPU NHDSPLPJ LP PLRT , DE DE
    A @TLPJ 1HHR 7HDSPLPJ UQ 0QPUSQN :RULOL[DULQP 3 RHSRDSDOHUHST
    KUURT- DS L QSJ R I R I
    A 2IIL LHPU 9H SDN /S KLUH U SH HDS K LD DSDOHUHS KDSLPJ
    KUURT- DS L QSJ R I R I
    A HLPIQS HOHPU 7HDSPLPJ LP QEQUL T- / S H
    KUURT- LDT LPIQSODULM U DSOTUD U H RNQD T ENL DULQPT 6QEHSC45 C R I
    A 1HHR HLPIQS HOHPU 7HDSPLPJ IQS QEQUL 8DPLR NDULQP LUK /T P KSQPQ T :II QNL
    @R DUHT
    KUURT- DS L QSJ R I R I
    

    View Slide

18. 
    
    3 AM=M?D ?=H 7 A?O 2AOA?O OD 2AAL 8A M?AIA O 5A=M C
    DOOL - I=OCA L? C OD AOA?O L
    8A M?A 6= =CAIA O OD 2AAL 8A M?AIA O 5A=M C
    DOOL - H =?I MC ? O=O ? I/ .
    0 8A M?AIA O 5A=M C 0LLM =?D O 7 H A :A 9S OAI 0 O ? C M=O
    DOOL- M= CAM O= A M= L=LAM 41219 , L
    , 8A M?AIA O HA=M C = A I HO =CA O S OAI M AO M OM= ? C =H ? OM H
    DOOL - AAARLH MA AAA MC ? IA O
    

    View Slide