In an embodiment, an electronic device may include a processor that may iteratively simulate candidate control trajectories using upper confidence bound for trees (UCT) to control an environmental control system (e.g., an HVAC system). Each candidate control trajectory may be simulated by selecting...
It uses the “upper-confidence-bound-for-trees” (UCT) selection strategy to pick the highest victory ratio and construct confidence intervals [3], [11], [16], [7]. Fig. 2(a) shows the four-stage algorithm that is broken down into Selection, Expansion, Simulation, and Backpropagation ...
3 dimensional Four in a Row game with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short). - OMerkel/FourInARow3D
Confidence regions for the upper bounds are derived, thus giving conservative estimates of R [sub 0] and the fractions necessary to vaccinate. [ABSTRACT ... Britton,Tom - 《Journal of the Royal Statistical Society》 被引量: 20发表: 2001年 加载更多来源...
machine; this idea was used for the first time by the agent Cadiaplayer, which made use of UCB as a selection policy, giving good results to such an extent that the combination of MCTS and UCB, known as Upper Confidence Bound Applied to Trees (UCT), became the state of the art of ...
The upper airway is an important site of infection, but immune memory in the human upper airway is poorly understood, with implications for COVID-19 and many other human diseases1–4. Here we demonstrate that nasal and nasopharyngeal swabs can be us
Overlaid on the plots are the coalescent ages of some relevant sub-haplogroups, with the vertical bars indicating the calculated coalescent ages (using the calculator from [34]) and the horizontal ones their 95% confidence interval. Full size image For U6, the initial expansion seems to more ...
Using various statistical procedures to evaluate the accuracy of LULC classification can help understand the confidence of the results and determine whether the research goals have been achieved [40]. In this study, in order to verify the classification accuracy of LULC data in Google Earth, the ...
for repatriating native herbivores and conservation objectives for which grazing and browsing practices might be explored in surrogate grasslands[2]or for initial opening of brush where there is high confidence that collateral damage will not occur to native biota[3], but there are many reasons to ...
In an embodiment, an electronic device may include a processor that may iteratively simulate candidate control trajectories using upper confidence bound for trees (UCT) to control an environmental control system (e.g., an HVAC system). Each candidate control trajectory may be simulated by selecting...