Patent ID: 11914672
Assignee: HUAWEI TECHNOLOGIES CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. The method of claim 8, wherein the check loss is determined using the following equation:, ℒ
    
     c
     ⁢
     r
     ⁢
     i
     ⁢
     t
     ⁢
     i
     ⁢
     c
    
   
   =
   
    
     1
     
      
       ❘
       "\[LeftBracketingBar]"
      
      
       B
       R
      
      
       ❘
       "\[RightBracketingBar]"
      
     
    
    ⁢
    
     
      ∑
      
       i
       ∈
       
        B
        R
       
      
     
     
      
       u
       i
      
      (
      
       τ
       -
       
        1
        ⁢
        
         (
         
          
           u
           i
          
          <
          0
         
         )
        
       
      
      )
     
    
   
  
  ,
 

where critic is the check loss, BR is the batch of training data, τ is a decimal value τ∈[0,1] that corresponds to a desired quantile level of the reward from each experience tuple, and ui is a difference between the predicted reward and the reward from each experience tuple.