https://terms-en.ai-term-hub.com/zh/tags/ai/Recent content in AI on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000https://terms-en.ai-term-hub.com/zh/terms/software_agent/Sat, 18 Jul 2026 11:34:21 +0000https://terms-en.ai-term-hub.com/zh/terms/software_agent/<h2 id="definition">Definition</h2> <p>软件代理是一种能够感知环境、进行推理并采取行动以实现特定目标的自主实体。这些代理可以独立运行，适应变化，并与其他代理或系统协作。它们广泛应用于自动化任务、数据处理和复杂决策支持系统中。</p> <h3 id="summary">Summary</h3> <p>一种以一定程度的自主性代表用户或其他程序执行任务的计算机程序。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>自主性</li> <li>感知-行动循环</li> <li>目标导向行为</li> <li>反应性</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自动化客户服务机器人</li> <li>网络监控与维护</li> <li>个性化推荐引擎</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/ai-agent-%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%BB%A3%E7%90%86/">AI Agent (人工智能代理)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/bot-%E6%9C%BA%E5%99%A8%E4%BA%BA-%E7%88%AC%E8%99%AB/">Bot (机器人/爬虫)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/autonomous-system-%E8%87%AA%E4%B8%BB%E7%B3%BB%E7%BB%9F/">Autonomous System (自主系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/multi-agent-system-%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93%E7%B3%BB%E7%BB%9F/">Multi-Agent System (多智能体系统)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/machine_learning_control/Sat, 18 Jul 2026 11:25:10 +0000https://terms-en.ai-term-hub.com/zh/terms/machine_learning_control/<h2 id="definition">Definition</h2> <p>机器学习控制将自适应算法与传统控制系统集成，以处理非线性或不确定环境。与静态控制器不同，这些系统能够从运行数据中学习并调整策略，从而在动态变化的环境中保持最优性能。</p> <h3 id="summary">Summary</h3> <p>一种控制理论方法，其中机器学习算法自适应地管理系统动态，以实时优化性能。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>强化学习</li> <li>自适应控制</li> <li>实时优化</li> <li>系统动力学</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>强风条件下自主无人机的导航</li> <li>智能电网中的能耗优化</li> <li>制造过程中机械臂的精度控制</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/reinforcement-learning-%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0/">Reinforcement Learning (强化学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/control-theory-%E6%8E%A7%E5%88%B6%E7%90%86%E8%AE%BA/">Control Theory (控制理论)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/autonomous-systems-%E8%87%AA%E4%B8%BB%E7%B3%BB%E7%BB%9F/">Autonomous Systems (自主系统)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/intelligent_decision_support_system/Sat, 18 Jul 2026 11:22:43 +0000https://terms-en.ai-term-hub.com/zh/terms/intelligent_decision_support_system/<h2 id="definition">Definition</h2> <p>智能决策支持系统（IDSS）将机器学习、自然语言处理等人工智能技术与传统决策支持框架相结合。它</p> <h3 id="summary">Summary</h3> <p>一种增强型人工智能系统，通过分析数据并提供可操作的见解，协助人类进行复杂决策。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>AI集成</li> <li>数据分析</li> <li>人在回路</li> <li>预测建模</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>医疗诊断辅助</li> <li>金融风险评估</li> <li>供应链优化</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/decision-support-system-%E5%86%B3%E7%AD%96%E6%94%AF%E6%8C%81%E7%B3%BB%E7%BB%9F/">Decision Support System (决策支持系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/business-intelligence-%E5%95%86%E4%B8%9A%E6%99%BA%E8%83%BD/">Business Intelligence (商业智能)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/expert-system-%E4%B8%93%E5%AE%B6%E7%B3%BB%E7%BB%9F/">Expert System (专家系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/cognitive-computing-%E8%AE%A4%E7%9F%A5%E8%AE%A1%E7%AE%97/">Cognitive Computing (认知计算)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/intelligent_control/Sat, 18 Jul 2026 11:22:32 +0000https://terms-en.ai-term-hub.com/zh/terms/intelligent_control/<h2 id="definition">Definition</h2> <p>智能控制采用模糊逻辑、神经网络和遗传算法等人工智能方法来调节那些传统数学建模不足或</p> <h3 id="summary">Summary</h3> <p>利用AI技术来管理复杂、非线性或不确定动态过程的控制系统的统称。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>自适应控制</li> <li>非线性系统</li> <li>模糊逻辑</li> <li>神经网络</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>湍流风况下的无人机自主稳定</li> <li>智能电网能源分配优化</li> <li>工业机器人手臂的精密操作</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/feedback_control-%E5%8F%8D%E9%A6%88%E6%8E%A7%E5%88%B6/">feedback_control (反馈控制)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/adaptive_systems-%E8%87%AA%E9%80%82%E5%BA%94%E7%B3%BB%E7%BB%9F/">adaptive_systems (自适应系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/robotics-%E6%9C%BA%E5%99%A8%E4%BA%BA%E5%AD%A6/">robotics (机器人学)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/fuzzy_logic-%E6%A8%A1%E7%B3%8A%E9%80%BB%E8%BE%91/">fuzzy_logic (模糊逻辑)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/intelligent_database/Sat, 18 Jul 2026 11:22:32 +0000https://terms-en.ai-term-hub.com/zh/terms/intelligent_database/<h2 id="definition">Definition</h2> <p>智能数据库利用机器学习和AI增强标准数据库功能，超越简单的存储和检索。它可以自动优化查询性能，预测用户</p> <h3 id="summary">Summary</h3> <p>集成AI能力以自动化数据管理、查询优化和洞察生成的数据库系统。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>查询优化</li> <li>异常检测</li> <li>自调整</li> <li>自然语言查询</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>基于负载自动扩展云数据库资源</li> <li>实时银行数据中的欺诈交易检测</li> <li>从自然语言问题生成SQL查询</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/vector_database-%E5%90%91%E9%87%8F%E6%95%B0%E6%8D%AE%E5%BA%93/">vector_database (向量数据库)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/sql_generation-sql%E7%94%9F%E6%88%90/">sql_generation (SQL生成)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/data_analytics-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/">data_analytics (数据分析)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/dbms-%E6%95%B0%E6%8D%AE%E5%BA%93%E7%AE%A1%E7%90%86%E7%B3%BB%E7%BB%9F/">dbms (数据库管理系统)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/google_research/Sat, 18 Jul 2026 11:19:33 +0000https://terms-en.ai-term-hub.com/zh/terms/google_research/<h2 id="definition">Definition</h2> <p>Google Research 是谷歌有限责任公司的学术和工业研究部门，专注于在人工智能、自然语言处理和量子计算等领域突破技术边界。</p> <h3 id="summary">Summary</h3> <p>谷歌致力于通过基础和应用研究推动人工智能、机器学习和计算机科学发展的研究部门。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>人工智能</li> <li>开源</li> <li>深度学习</li> <li>科学出版</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>推进自然语言处理模型</li> <li>开发硬件加速器</li> <li>发表学术论文</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/deepmind-%E6%B7%B1%E5%BA%A6%E6%80%9D%E7%BB%B4/">DeepMind (深度思维)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/bert-%E5%8F%8C%E5%90%91%E7%BC%96%E7%A0%81%E5%99%A8%E8%A1%A8%E7%A4%BA/">BERT (双向编码器表示)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/tpu-%E5%BC%A0%E9%87%8F%E5%A4%84%E7%90%86%E5%8D%95%E5%85%83/">TPU (张量处理单元)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/ai-ethics-%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%BC%A6%E7%90%86/">AI Ethics (人工智能伦理)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/generative_ai/Sat, 18 Jul 2026 11:18:16 +0000https://terms-en.ai-term-hub.com/zh/terms/generative_ai/<h2 id="definition">Definition</h2> <p>这些系统（包括大型语言模型和扩散模型）不仅仅是检索现有信息，而是合成新颖的输出。它们学习其训练数据的底层结构和风格&hellip;</p> <h3 id="summary">Summary</h3> <p>生成式人工智能是一种能够基于从训练数据中学到的模式创建新内容（如文本、图像、音频和代码）的人工智能类型。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>内容合成</li> <li>模式学习</li> <li>LLMs (大型语言模型)</li> <li>Diffusion models (扩散模型)</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>文本生成</li> <li>图像创作</li> <li>代码补全</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/llm-%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B/">LLM (大语言模型)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/deep-learning-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/">Deep Learning (深度学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/neural-networks-%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/">Neural Networks (神经网络)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/creative-ai-%E5%88%9B%E6%84%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/">Creative AI (创意人工智能)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/artificial_intelligence_of_things/Sat, 18 Jul 2026 11:06:59 +0000https://terms-en.ai-term-hub.com/zh/terms/artificial_intelligence_of_things/<h2 id="definition">Definition</h2> <p>万物智能（AIoT）代表了人工智能与物联网技术的协同整合。通过将人工智能算法直接嵌入到物联网设备中或&hellip;</p> <h3 id="summary">Summary</h3> <p>人工智能与物联网的融合，使智能设备能够在本地处理数据并做出自主决策。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>边缘计算</li> <li>智能传感器</li> <li>自主决策</li> <li>实时分析</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>工业制造中的预测性维护</li> <li>智能家居自动化系统</li> <li>自动驾驶车辆导航</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/internet-of-things-%E7%89%A9%E8%81%94%E7%BD%91/">Internet of Things (物联网)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/edge-ai-%E8%BE%B9%E7%BC%98%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/">Edge AI (边缘人工智能)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/machine-learning-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/">Machine Learning (机器学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/smart-cities-%E6%99%BA%E6%85%A7%E5%9F%8E%E5%B8%82/">Smart Cities (智慧城市)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/neural_network/Sat, 18 Jul 2026 10:53:26 +0000https://terms-en.ai-term-hub.com/zh/terms/neural_network/<h2 id="definition">Definition</h2> <p>神经网络是一系列算法，通过模拟人类大脑运作的方式，试图识别一组数据中的潜在关系。它由层组成</p> <h3 id="summary">Summary</h3> <p>一种受生物大脑启发的计算系统，由组织成层的互连节点或神经元组成。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>感知器</li> <li>反向传播</li> <li>激活函数</li> <li>权重和偏置</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>图像识别</li> <li>语音识别</li> <li>预测性分析</li> </ul> <h2 id="code-example">Code Example</h2> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-python" data-lang="python"><span style="display:flex;"><span><span style="color:#f92672">import</span> torch.nn <span style="color:#66d9ef">as</span> nn </span></span><span style="display:flex;"><span><span style="color:#66d9ef">class</span> <span style="color:#a6e22e">SimpleNN</span>(nn<span style="color:#f92672">.</span>Module): </span></span><span style="display:flex;"><span> <span style="color:#66d9ef">def</span> __init__(self): </span></span><span style="display:flex;"><span> super(SimpleNN, self)<span style="color:#f92672">.</span>__init__() </span></span><span style="display:flex;"><span> self<span style="color:#f92672">.</span>layer <span style="color:#f92672">=</span> nn<span style="color:#f92672">.</span>Linear(<span style="color:#ae81ff">10</span>, <span style="color:#ae81ff">1</span>) </span></span><span style="display:flex;"><span> <span style="color:#66d9ef">def</span> <span style="color:#a6e22e">forward</span>(self, x): </span></span><span style="display:flex;"><span> <span style="color:#66d9ef">return</span> self<span style="color:#f92672">.</span>layer(x) </span></span></code></pre></div><h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/deep_learning-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/">deep_learning (深度学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/artificial_intelligence-%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/">artificial_intelligence (人工智能)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/machine_learning-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/">machine_learning (机器学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/convolutional_neural_network-%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/">convolutional_neural_network (卷积神经网络)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/natural_language_processing/Sat, 18 Jul 2026 10:53:26 +0000https://terms-en.ai-term-hub.com/zh/terms/natural_language_processing/<h2 id="definition">Definition</h2> <p>自然语言处理（NLP）是人工智能的一个子领域，它将计算语言学与统计、机器学习和深度学习模型相结合。它使机器能够</p> <h3 id="summary">Summary</h3> <p>人工智能的一个分支，专注于使计算机能够理解、解释和生成人类语言。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>分词</li> <li>情感分析</li> <li>命名实体识别</li> <li>机器翻译</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>聊天机器人和虚拟助手</li> <li>自动化客户支持</li> <li>语言翻译服务</li> </ul> <h2 id="code-example">Code Example</h2> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-python" data-lang="python"><span style="display:flex;"><span><span style="color:#f92672">import</span> spacy </span></span><span style="display:flex;"><span>nlp <span style="color:#f92672">=</span> spacy<span style="color:#f92672">.</span>load(<span style="color:#e6db74">&#39;en_core_web_sm&#39;</span>) </span></span><span style="display:flex;"><span>doc <span style="color:#f92672">=</span> nlp(<span style="color:#e6db74">&#39;Apple is looking at buying U.K. startup for $1 billion&#39;</span>) </span></span><span style="display:flex;"><span><span style="color:#66d9ef">for</span> ent <span style="color:#f92672">in</span> doc<span style="color:#f92672">.</span>ents: </span></span><span style="display:flex;"><span> print(ent<span style="color:#f92672">.</span>text, ent<span style="color:#f92672">.</span>label_) </span></span></code></pre></div><h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/computational_linguistics-%E8%AE%A1%E7%AE%97%E8%AF%AD%E8%A8%80%E5%AD%A6/">computational_linguistics (计算语言学)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/machine_learning-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/">machine_learning (机器学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/deep_learning-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/">deep_learning (深度学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/text_mining-%E6%96%87%E6%9C%AC%E6%8C%96%E6%8E%98/">text_mining (文本挖掘)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/machine_learning/Sat, 18 Jul 2026 10:52:50 +0000https://terms-en.ai-term-hub.com/zh/terms/machine_learning/<h2 id="definition">Definition</h2> <p>机器学习使计算机能够从历史数据中学习模式，并对新的、未见过的数据做出决策或预测。它涵盖了多种技术，包括监督学习、无监督学习和强化学习等。</p> <h3 id="summary">Summary</h3> <p>人工智能的一个子集，专注于构建能从数据中学习以提高性能的系统，而无需显式编程。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>监督学习</li> <li>无监督学习</li> <li>模型训练</li> <li>预测</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>欺诈检测</li> <li>推荐引擎</li> <li>语音识别</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/deep-learning-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/">Deep Learning (深度学习)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/neural-networks-%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/">Neural Networks (神经网络)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/ai-%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/">AI (人工智能)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/data-science-%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6/">Data Science (数据科学)</a></li> </ul>