Appendix 1—table 4. Comparison of prediction accuracy (± SE) across four models in four game contexts for the two monkeys.
| Strategy | ||||
|---|---|---|---|---|
| Context | Dynamic | Static | LARL | Perceptron |
| Overall | 0.904 ± 0.006 | 0.816 ± 0.010 | 0.669 ± 0.011 | 0.624 ± 0.010 |
| Early game | 0.886 ± 0.0016 | 0.804 ± 0.025 | 0.775 ± 0.021 | 0.582 ± 0.026 |
| Late game | 0.898 ± 0.011 | 0.805 ± 0.019 | 0.621 ± 0.018 | 0.599 ± 0.019 |
| Scared ghosts | 0.958 ± 0.010 | 0.728 ± 0.031 | 0.672 ± 0.025 | 0.455 ± 0.030 |
LARL: linear approximate reinforcement learning.