Frontiers

Computational Frameworks for Decision-Making: From Bayesian Inference to Reinforcement Learning Models

The ability to make adaptive decisions in uncertain environments is a fundamental characteristic of biological intelligence. Historically, computational ...

New open-source Python-based software boosts space-weather modeling

University of Birmingham experts have created open-source computer software that helps scientists understand how fast-moving ...
IEEE

An Improved WQMIX with Dual-Network and Dynamic Weights for Cooperative Multi-Agent Reinforcement Learning

Abstract: In the domain of cooperative multi-agent reinforcement learning (MARL), QMIX is a key algorithm that facilitates effective collaboration among multiple agents by enforcing monotonicity ...
IEEE

Towards More Adaptive Fusion: Sample- and Region-Aware Dynamic Fusion Network for full-and missing-modalities Land Cover Classification

Abstract: In recent years, research on land cover classification (LCC) utilizing optical (OPT) and synthetic aperture radar (SAR) images under full- and missing-modalities scenarios has garnered ...