88 5. LEARNING IN GVGAI
               
             
                 
            
              

  
Agent
Training Set Test Set
Score Ranking Score Ranking
kkunan 125 6 184
sampleRandom
†
154 2 178 2
1
DontUnderestimateUchiha
sampleLearner
†
149
149
3
4
158
152
3
4
ercumentilhan 179 1 134 5
YOLOBOT 132 5 112 6
             
                   
                 
       
5.3.2 COMPETITION USING THE GVGAI GYM
              
        
Competition Procedure and Rules
              
      
               
            
         
                
             
            100 
      
5.3. GVGAI LEARNING COMPETITIONS 89
              
                   
     
  
Game
1-P Planning 1-P Learning
Best Score Best Score Agent
G2 109.00 ± 38.19 31.5 ±14.65 sampleRandom
†
G3 1.00 ± 0.00 0 ± 0
G4 1.00 ± 0.00 0.2 ± 0.09 kkunan
G5 216.00 ± 24.00 1 ± 0
G6 5.60 ± 0.78 3.45 ± 0.44 DontUnderestimateUchiha
G7 31,696.10 ± 6,975.78 29,371.95 ± 2,296.91 kkunan
G8 1,116.90 ± 660.84 35.15 ± 8.48 kkunan
G9 1.00 ± 0.00 0.05 ± 0.05 sampleRandom
†
G10 56.70 ± 25.23 2.75 ± 2.04 sampleLearner
†
*
*
             
    Aliens             
              
  Lights On                 
              
    DeceptiCoins
       Lights On        
         
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