A Comparative Study of a Deep Reinforcement Learning Solution and Alternative Deep Learning Models for Wildfire Prediction

Wildfires pose an escalating threat to ecosystems and human settlements, making accurate forecasting essential for early mitigation. This study compared three deep learning models for wildfire prediction: Deep Reinforcement Learning (DRL) with Actor–Critic architecture, Convolutional Neural Network...

全面介紹

書目詳細資料

Principais autores:	Cristian Vidal-Silva, Roberto Pizarro, Miguel Castillo-Soto, Ben Ingram, Claudia de la Fuente, Vannessa Duarte, Claudia Sangüesa, Alfredo Ibañez
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2025-04-01
叢編:	Applied Sciences
主題:	wildfire prediction deep reinforcement learning actor–critic machine learning convolutional neural networks transformer models
在線閱讀:	https://www.mdpi.com/2076-3417/15/7/3990
標簽:	添加標簽 沒有標簽, 成為第一個標記此記錄!