Tech Xplore

Why reinforcement learning breaks at scale, and how a new method fixes it

From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have ...
IEEE

Research on NPGP Prediction Model Based on Random Forest Algorithm

Abstract: This paper presents a comprehensive study on the development of a NPGP model based on the Random Forest algorithm for predicting medal distributions in international competitions. Initially, ...
IEEE

Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection

Abstract: Time series forecasting (TSF) is a prominent chal-lenge in data analytics, relevant to both scientific research and real-world industrial applications. The rapid increase in high-dimensional ...
GitHub

DeepCOI: a Large Language Model-Driven Framework for Fast and Accurate Taxonomic Assignment in Animal Metabarcoding

This repository includes the implementation and experimental data of 'DeepCOI: a Large Language Model-Driven Framework for Fast and Accurate Taxonomic Assignment in Animal Metabarcoding'. Please cite ...