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. 2022 Mar 14;11:e74500. doi: 10.7554/eLife.74500

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.