Table 2 Model selection.

From: Reinforcement learning accounts for moody conditional cooperation behavior: experimental results

PDG

log L

AIC

MSE [CI]

Fixed treatment

CC

−1209.44

2422.88

0.22 [0.22, 0.23]

MCC

−1014.31

2036.63

0.18 [0.17, 0.19]

BM

−947.67

1901.34

0.16 [0.15, 0.17]

RE

−947.40

1898.81

0.16 [0.15, 0.17]

Mixed treatment

CC

−1137.40

2278.79

0.20 [0.20, 0.21]

MCC

−930.35

1868.70

0.16 [0.15, 0.17]

BM

−757.76

1521.51

0.13 [0.12, 0.14]

RE

−803.37

1610.74

0.13 [0.13, 0.14]

PGG

log L

AIC

MSE [CI]

Fixed treatment

CC

−654.76

1315.51

0.12 [0.11, 0.12]

MCC

−352.50

715.01

0.08 [008, 0.09]

BM

−404.98

819.95

0.09 [0.08, 0.10]

RE

−369.29

744.58

0.09 [0.08, 0.09]

Mixed treatment

CC

−375.37

756.75

0.09 [0.08, 0.09]

MCC

84.88

−159.76

0.05 [0.05, 0.06]

BM

113.97

−217.94

0.05 [0.05, 0.06]

RE

114.03

−222.07

0.05 [0.05, 0.06]

  1. The values in the parentheses are 95% confidential intervals. CC: conditional cooperation. MCC: moody conditional cooperation, BM: Bush-Mosteller model of reinforcement learning. RE: Roth-Erev model of reinforcement learning.