Real-time estimation of vehicle queue lengths at signalized intersections remains a significant challenge, particularly when conventional input–output traffic models fail to capture queues extending ...

AI Agent在机器人控制中的应用：自主导航与任务执行 随着人工智能技术的飞速发展，AI Agent在各个领域的应用越来越广泛，尤其是在机器人控制方面。本文章的目的是详细阐述AI Agent在机器人自主导航和任务执行中的应用原理、算法和实际案例。范围涵盖了AI Agent ...

I design and deploy high-impact systems built on LLMs, local inference, and agent architectures. Most scientific algorithms live in MATLAB - image processing and analysis, machine learning ...

An artificial-intelligence algorithm that discovers its own way to learn achieves state-of-the-art performance, including on some tasks it had never encountered before. Joel Lehman is at Lila Sciences ...

MATLAB is a high-performance language and interactive environment used by millions of engineers and scientists worldwide for technical computing, data analysis, algorithm development, and ...

Although comprehensive data on the frequency of AI failures—whether in absolute terms or relative to successful applications—is lacking, existing evidence makes clear that such incidents are not ...

Abstract: This paper explores the application of Dyna-Q Learning algorithm in temperature process control especially in the chemical batch reactor. Since the precise control of temperature in batch is ...

原创 最新推荐文章于 2026-04-14 10:19:30 发布 · 792 阅读 简介：Q-learning是一种强化学习算法，通过与环境的交互学习Q表以确定最优动作。在迷宫问题中，它能帮助智能体找到最短路径。本文通过MATLAB的数值计算和可视化能力，提供了Q-learning算法的详细步骤及其实现 ...

基于Q学习的路径规划算法、智能体与环境交互Matlab程序（可自定义地图） 1、算法：（Q-learning）Q学习路径规划算法 2、采用智能体与环境交互来更新Q值表。可以通过窗口界面方便观察交互过程 非4栅格拓展！ 3、智能体可以在一个栅格向8个方向拓展。 还可以 ...

Unmanned surface vehicles (USVs) nowadays have been widely used in ocean observation missions, helping researchers to monitor climate change, collect environmental data, and observe marine ecosystem ...