Appendix 1—table 6. Comparison of prediction accuracy (± SE) across four models in four game contexts for Monkey P.
Strategy | ||||
---|---|---|---|---|
Context | Dynamic | Static | LARL | Perceptron |
Overall | 0.900 ± 0.009 | 0.825 ± 0.012 | 0.679 ± 0.015 | 0.615 ± 0.014 |
Early game | 0.898 ± 0.017 | 0.824 ± 0.021 | 0.781 ± 0.022 | 0.605 ± 0.035 |
Late game | 0.894 ± 0.016 | 0.826 ± 0.026 | 0.653 ± 0.025 | 0.599 ± 0.028 |
Scared ghosts | 0.962 ± 0.011 | 0.723 ± 0.041 | 0.682 ± 0.027 | 0.456 ± 0.037 |
LARL: linear approximate reinforcement learning.