Frontiers

Fitting reinforcement learning model to behavioral data under bandits

We consider the problem of fitting a reinforcement learning (RL) model to some given behavioral data under a multi-armed bandit environment. These models have received much attention in recent years ...
Scientific Research Publishing

Van Rossum, G. and Drake, F.L. (2009) Python 3 Reference Manual. CreateSpace.

ABSTRACT: Accurate prediction of water travel time in drip irrigation systems is essential for efficient water and nutrient delivery. This study develops a predictive model for travel time by ...
Scientific Research Publishing

Zhang, Z., Wang, Z., Li, Y. and Li, J. (2020) Effect of Lateral Layout on Fertigation Uniformity in Drip Irrigation System. Journal of Hydraulic Engineering, 51, 727-737.

ABSTRACT: Accurate prediction of water travel time in drip irrigation systems is essential for efficient water and nutrient delivery. This study develops a predictive model for travel time by ...
GitHub

Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces

Gradient-Free-Optimizers is a Python library for gradient-free optimization of black-box functions. It provides a unified interface to 23 optimization algorithms, from simple hill climbing to Bayesian ...
GitHub

LMfit-py

The lmfit Python library provides tools for non-linear least-squares minimization and curve fitting. The goal is to make these optimization algorithms more flexible, more comprehensible, and easier to ...
C&EN

Chiroptical Control of Gold Nanoparticle Growth through Combination of a Multimodal Chirality Inducer and Surfactant Counterion

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. Chiral ...
C&EN

Machine Learning-Driven Optimization of Continuous-Flow Photoredox Amine Synthesis

Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB3 0AS, United Kingdom Cambridge Centre for Advanced Research and Education in Singapore, CARES Ltd., 1 CREATE ...