#optimality — Public Fediverse posts

'Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality', by François G. Ged, Maria Han Veiga.

http://jmlr.org/papers/v25/23-0879.html

#softmax #optimality #optimal

How is the C balance of #plants and #ecosystems regulated: We assume that C #sequestration under future #climate conditions will follow #optimality principles that balance #water and #carbon resources to maximize growth in the long term https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19611

How is the C balance of #plants and #ecosystems regulated: We assume that C #sequestration under future #climate conditions will follow #optimality principles that balance #water and #carbon resources to maximize growth in the long term https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19611

How is the C balance of #plants and #ecosystems regulated: We assume that C #sequestration under future #climate conditions will follow #optimality principles that balance #water and #carbon resources to maximize growth in the long term https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19611

How is the C balance of #plants and #ecosystems regulated: We assume that C #sequestration under future #climate conditions will follow #optimality principles that balance #water and #carbon resources to maximize growth in the long term https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19611

'On the Optimality of Misspecified Spectral Algorithms', by Haobo Zhang, Yicheng Li, Qian Lin.

http://jmlr.org/papers/v25/23-0383.html

#optimality #optimal #spectral

'Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality', by Joshua Cutler, Mateo Díaz, Dmitriy Drusvyatskiy.

http://jmlr.org/papers/v25/22-0832.html

#stochastic #optimal #optimality