Appendix 1—table 5. Comparison of prediction accuracy (± SE) across four models in four game contexts for Monkey O.
Strategy | ||||
---|---|---|---|---|
Context | Dynamic | Static | LARL | Perceptron |
Overall | 0.907 ± 0.008 | 0.806 ± 0.014 | 0.659 ± 0.016 | 0.632 ± 0.013 |
Early game | 0.868 ± 0.0132 | 0.772 ± 0.054 | 0.765 ± 0.042 | 0.548 ± 0.037 |
Late game | 0.901 ± 0.016 | 0.786 ± 0.027 | 0.595 ± 0.026 | 0.598 ± 0.026 |
Scared ghosts | 0.952 ± 0.019 | 0.729 ± 0.047 | 0.658 ± 0.046 | 0.545 ± 0.050 |
LARL: linear approximate reinforcement learning.