Nature 2020 01 30 Part.01
Article Extended Data Table 2 | Allele-sharing statistics for deep ancestry Variations of allele-sharing statistics (multiplied ...
Extended Data Table 3 | Admixture graph parameter estimates Key admixture graph parameter estimates across different model versi ...
1 nature research | reporting summary April 2018 Corresponding author(s): David Reich Reporting Summary Nature Research wishes t ...
2 nature research | reporting summary April 2018 Field-specific reporting Please select the best fit for your research. If you a ...
3 nature research | reporting summary April 2018 data on donors available to collectors; subsequently, for analysis, we confirme ...
Nature | Vol 577 | 30 January 2020 | 671 Article A distributional code for value in dopamine- based reinforcement learning Will ...
672 | Nature | Vol 577 | 30 January 2020 Article distributional RL, the reversal point differs across dopamine neurons according ...
Nature | Vol 577 | 30 January 2020 | 673 in their degree of optimism. From a neuroscientific perspective, it should thus be poss ...
674 | Nature | Vol 577 | 30 January 2020 Article more optimistic reward prediction. Conversely, in channels overweighting negati ...
Nature | Vol 577 | 30 January 2020 | 675 contexts, even as the specific distribution of rewards changes. If RPE channels with pa ...
Article Methods Distributional RL model The model for distributional RL we use throughout the work is based on the principle of ...
In the variable-magnitude task, in 10% of trials an odour cue was delivered that indicated that no reward would be delivered on ...
Article Code availability The analysis code from our value-distribution decoding and code used to generate model predictions for ...
Extended Data Fig. 1 | Mechanism of distributional TD. a, The degree of asymmetry in positive to negative scale determines the e ...
Article Extended Data Fig. 2 | Learning the distribution of returns improves performance of deep RL agents across multiple domai ...
Extended Data Fig. 3 | Simulation experiment to examine the role of representation learning in distributional RL. a, Illustratio ...
Article Extended Data Fig. 4 | See next page for caption. ...
Extended Data Fig. 4 | Null models. a, Classical TD plus noise does not give rise to the pattern of results observed in real dop ...
Article Extended Data Fig. 5 | Asymmetry and reversal. a, Left, all data points (trials) from an example cell. The solid lines a ...
Extended Data Fig. 6 | Cue responses versus outcome responses, and more evidence for diversity. a, In the variable-probability t ...
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