Financial portfolio management (PM) is one of the most applicable problems in reinforcement learning (RL) owing to its sequential decision-making nature.However, existing RL-based approaches rarely focus on scalability or reusability to adapt to the ever-changing markets.These approaches are rigid and unscalable to accommodate the varying number of
The physical processes in the solar corona that shape the solar wind remain an active research T-Shirts topic.Modeling efforts have shown that energy and plasma exchanges near the transition region play a crucial role in modulating solar wind properties.Although these regions cannot be measured in situ, plasma parameters can be inferred from corona
Jocelyne C Whitehead,1 Sara A Gambino,1 Jeffrey D Richter,2 Jennifer D Ryan1,3,41Rotman Research Institute, Baycrest, 2Independent Human Factors Consultant, Toronto, ON, Canada; 3Department of Psychology, 4Department of Psychiatry, University of Toronto, Toronto, ON, CanadaObjective: This study provides insight into the thoughts and opinions of ger
Hepatitis is considered to be one of the most dangerous diseases, which often leads to death if not handled properly.Thus, early detection via precise diagnosis is needed in order to prevent the unfortunate event.This research aims to provide a novel hepatitis C diagnosis based on the machine learning algorithm, which is the classification tree fro