https://terms-en.ai-term-hub.com/zh/tags/autonomy/Recent content in Autonomy 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/self_management/Sat, 18 Jul 2026 11:32:54 +0000https://terms-en.ai-term-hub.com/zh/terms/self_management/<h2 id="definition">Definition</h2> <p>这一概念涵盖了AI代理或系统独立处理常规维护、资源分配和错误纠正的能力。它包括自动扩展、自愈</p> <h3 id="summary">Summary</h3> <p>AI中的自我管理是指自主系统在没有人类干预的情况下监控、优化和修复自身操作的能力。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>自主性</li> <li>自愈</li> <li>资源优化</li> <li>运营效率</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>云基础设施自动扩展</li> <li>自动化模型重训练管道</li> <li>网络流量管理</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E8%87%AA%E4%B8%BB%E6%99%BA%E8%83%BD%E4%BD%93-autonomous-agents-%E8%83%BD%E5%A4%9F%E7%8B%AC%E7%AB%8B%E6%84%9F%E7%9F%A5%E5%92%8C%E8%A1%8C%E5%8A%A8%E7%9A%84%E7%B3%BB%E7%BB%9F/">自主智能体 (Autonomous agents，能够独立感知和行动的系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%BC%80%E5%8F%91%E8%BF%90%E7%BB%B4-devops-%E5%BC%80%E5%8F%91%E4%B8%8E%E8%BF%90%E7%BB%B4%E5%8D%8F%E4%BD%9C%E7%9A%84%E8%BD%AF%E4%BB%B6%E5%AE%9E%E8%B7%B5/">开发运维 (DevOps，开发与运维协作的软件实践)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E8%BF%90%E7%BB%B4-mlops-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%B3%BB%E7%BB%9F%E7%9A%84%E5%B7%A5%E7%A8%8B%E5%8C%96%E5%92%8C%E8%BF%90%E7%BB%B4%E5%AE%9E%E8%B7%B5/">机器学习运维 (MLOps，机器学习系统的工程化和运维实践)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0-reinforcement-learning-%E9%80%9A%E8%BF%87%E4%B8%8E%E7%8E%AF%E5%A2%83%E4%BA%A4%E4%BA%92%E5%AD%A6%E4%B9%A0%E6%9C%80%E4%BC%98%E7%AD%96%E7%95%A5%E7%9A%84%E6%96%B9%E6%B3%95/">强化学习 (Reinforcement learning，通过与环境交互学习最优策略的方法)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/intelligent_agent/Sat, 18 Jul 2026 11:22:32 +0000https://terms-en.ai-term-hub.com/zh/terms/intelligent_agent/<h2 id="definition">Definition</h2> <p>智能体是一种能够通过传感器或数据输入感知周围环境，使用推理算法处理这些信息，并通过执行器对环境采取行动的系统</p> <h3 id="summary">Summary</h3> <p>一种自主的软件实体，能够感知环境、推理行动并执行任务以实现特定目标。</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</li> <li>反应性</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>执行市场策略的自动交易机器人</li> <li>处理多步工作流的机器人流程自动化</li> <li>管理日历和邮件任务的个人助理</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/multi_agent_systems-%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93%E7%B3%BB%E7%BB%9F/">multi_agent_systems (多智能体系统)</a></li> <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/autonomous_driving-%E8%87%AA%E5%8A%A8%E9%A9%BE%E9%A9%B6/">autonomous_driving (自动驾驶)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/rpa-%E6%9C%BA%E5%99%A8%E4%BA%BA%E6%B5%81%E7%A8%8B%E8%87%AA%E5%8A%A8%E5%8C%96/">rpa (机器人流程自动化)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/beliefdesireintention_model/Sat, 18 Jul 2026 11:09:03 +0000https://terms-en.ai-term-hub.com/zh/terms/beliefdesireintention_model/<h2 id="definition">Definition</h2> <p>信念-欲望-意图（BDI）模型是一种认知架构，用于设计做出理性决策的自主智能体。信念代表智能体对世界的知识，欲望是智能体希望达到的目标状态，而意图则是智能体承诺执行以实现特定欲望的具体计划或行动方案。</p> <h3 id="summary">Summary</h3> <p>AI中用于基于信念、欲望和意图对理性智能体进行建模的哲学框架。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>理性智能体</li> <li>认知架构</li> <li>目标导向行为</li> <li>计划执行</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>多智能体系统</li> <li>自主机器人</li> <li>智能家居自动化</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/agent-oriented-programming-%E9%9D%A2%E5%90%91%E6%99%BA%E8%83%BD%E4%BD%93%E7%9A%84%E7%BC%96%E7%A8%8B/">Agent-oriented programming (面向智能体的编程)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/goal-language-goal%E8%AF%AD%E8%A8%80/">GOAL language (GOAL语言)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/rational-choice-theory-%E7%90%86%E6%80%A7%E9%80%89%E6%8B%A9%E7%90%86%E8%AE%BA/">Rational choice theory (理性选择理论)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/cognitive-modeling-%E8%AE%A4%E7%9F%A5%E5%BB%BA%E6%A8%A1/">Cognitive modeling (认知建模)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/autognostics/Sat, 18 Jul 2026 11:07:26 +0000https://terms-en.ai-term-hub.com/zh/terms/autognostics/<h2 id="definition">Definition</h2> <p>自诊断技术是指嵌入在智能系统中的自我监控和自我修复机制。它允许AI代理检测异常、诊断故障的根本原因，并可能进行自我修复。</p> <h3 id="summary">Summary</h3> <p>人工智能系统在不依赖人工干预的情况下，自我诊断其内部状态、性能问题或错误的能力。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>自我监控</li> <li>故障诊断</li> <li>自主性</li> <li>系统健康</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自愈式云基础设施</li> <li>机器人系统检测机械磨损</li> <li>AI模型内部识别数据漂移</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E8%87%AA%E6%84%88%E7%B3%BB%E7%BB%9F-self-healing-systems/">自愈系统 (Self-Healing Systems)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%8F%AF%E8%A7%82%E6%B5%8B%E6%80%A7-observability/">可观测性 (Observability)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/mlops-mlops/">MLOps (MLOps)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%BC%82%E5%B8%B8%E6%A3%80%E6%B5%8B-anomaly-detection/">异常检测 (Anomaly Detection)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/agentive_logic/Sat, 18 Jul 2026 11:04:26 +0000https://terms-en.ai-term-hub.com/zh/terms/agentive_logic/<h2 id="definition">Definition</h2> <p>它扩展了传统逻辑以涵盖代理性，允许系统表示信念、欲望和意图（BDI模型）。这种逻辑使智能体能够根据变化的环境动态规划行动。</p> <h3 id="summary">Summary</h3> <p>代理逻辑是指用于建模自主智能体意图、目标和决策过程的形式化推理框架。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>BDI模型</li> <li>目标导向行为</li> <li>意向性</li> <li>不确定性下的推理</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>设计自主机器人</li> <li>创建智能助手</li> <li>模拟社会互动</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/bdi_architecture-bdi%E6%9E%B6%E6%9E%84/">bdi_architecture (BDI架构)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/planning_algorithms-%E8%A7%84%E5%88%92%E7%AE%97%E6%B3%95/">planning_algorithms (规划算法)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/intentional_stance-%E6%84%8F%E5%90%91%E7%AB%8B%E5%9C%BA/">intentional_stance (意向立场)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/autonomous_agents-%E8%87%AA%E4%B8%BB%E6%99%BA%E8%83%BD%E4%BD%93/">autonomous_agents (自主智能体)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/planning/Sat, 18 Jul 2026 11:01:16 +0000https://terms-en.ai-term-hub.com/zh/terms/planning/<h2 id="definition">Definition</h2> <p>AI中的规划涉及确定一系列动作，使系统从初始状态过渡到期望的目标状态。这需要推理动作的影响以及环境的约束条件。</p> <h3 id="summary">Summary</h3> <p>在特定环境中生成一系列动作以实现特定目标的认知过程。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>状态空间搜索</li> <li>动作序列</li> <li>目标满足</li> <li>启发式搜索</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>机器人导航</li> <li>供应链物流</li> <li>自动驾驶决策制定</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/search_algorithms-%E6%90%9C%E7%B4%A2%E7%AE%97%E6%B3%95/">search_algorithms (搜索算法)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/decision_making-%E5%86%B3%E7%AD%96%E5%88%B6%E5%AE%9A/">decision_making (决策制定)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/state_space-%E7%8A%B6%E6%80%81%E7%A9%BA%E9%97%B4/">state_space (状态空间)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/agentic/Sat, 18 Jul 2026 10:59:15 +0000https://terms-en.ai-term-hub.com/zh/terms/agentic/<h2 id="definition">Definition</h2> <p>“智能体式”一词描述了具有高自主性的AI智能体。与仅仅预测文本或分类数据的被动模型不同，智能体系统能够将复杂目标分解为子任务，利用工具与环境交互，并独立执行操作以达成目的。</p> <h3 id="summary">Summary</h3> <p>指具备自主规划、推理和执行行动以实现特定目标的人工智能系统。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>自主性</li> <li>工具使用</li> <li>规划</li> <li>目标导向行为</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自动化软件工程助手</li> <li>综合文献的研究智能体</li> <li>管理复杂日程和预订的个人助手</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/llm-agents-%E5%A4%A7%E5%9E%8B%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%99%BA%E8%83%BD%E4%BD%93/">LLM Agents (大型语言模型智能体)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/react-%E6%8E%A8%E7%90%86%E4%B8%8E%E8%A1%8C%E5%8A%A8/">ReAct (推理与行动)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/multi-agent-systems-%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93%E7%B3%BB%E7%BB%9F/">Multi-Agent Systems (多智能体系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/autonomous-ai-%E8%87%AA%E4%B8%BBai/">Autonomous AI (自主AI)</a></li> </ul>https://terms-en.ai-term-hub.com/zh/terms/autonomous/Sat, 18 Jul 2026 10:49:18 +0000https://terms-en.ai-term-hub.com/zh/terms/autonomous/<h2 id="definition">Definition</h2> <p>AI中的自主性是指系统感知环境、做出决策并执行操作而无需直接人工控制的能力。与简单的自动化不同，自主系统能够适应变化并调整其行为。</p> <h3 id="summary">Summary</h3> <p>描述能够在动态环境中独立做出决策并采取行动的系统。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>决策制定</li> <li>环境感知</li> <li>适应性</li> <li>独立性</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自动驾驶汽车</li> <li>无人机</li> <li>智能电网管理</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/automated-%E8%87%AA%E5%8A%A8%E5%8C%96%E7%9A%84/">Automated (自动化的)</a></li> <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/sensor-fusion-%E4%BC%A0%E6%84%9F%E5%99%A8%E8%9E%8D%E5%90%88/">Sensor Fusion (传感器融合)</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> </ul>https://terms-en.ai-term-hub.com/zh/terms/agents/Sat, 18 Jul 2026 10:49:06 +0000https://terms-en.ai-term-hub.com/zh/terms/agents/<h2 id="definition">Definition</h2> <p>AI智能体是能够通过传感器（输入）感知周围环境、处理信息，并通过执行器（输出）执行动作以实现既定目标……的软件程序或系统。</p> <h3 id="summary">Summary</h3> <p>感知环境并采取行动以实现特定目标的自主实体。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>感知</li> <li>自主性</li> <li>目标导向</li> <li>执行</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>聊天机器人</li> <li>自动驾驶汽车</li> <li>交易机器人</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/environment-%E7%8E%AF%E5%A2%83/">Environment (环境)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/policy-%E7%AD%96%E7%95%A5/">Policy (策略)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/multi-agent-systems-%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93%E7%B3%BB%E7%BB%9F/">Multi-Agent Systems (多智能体系统)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/rationality-%E7%90%86%E6%80%A7/">Rationality (理性)</a></li> </ul>