https://terms-en.ai-term-hub.com/zh/tags/imitation/Recent content in Imitation 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/apprenticeship_learning/Sat, 18 Jul 2026 11:05:01 +0000https://terms-en.ai-term-hub.com/zh/terms/apprenticeship_learning/<h2 id="definition">Definition</h2> <p>学徒学习，也称为基于演示的逆强化学习，使智能体能够通过观察专家行为来获取技能，而不是完全依赖奖励函数。</p> <h3 id="summary">Summary</h3> <p>一种强化学习方法，智能体通过模仿专家的演示来学习策略。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>逆强化学习</li> <li>专家演示</li> <li>策略模仿</li> <li>奖励推断</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>自动驾驶训练</li> <li>机器人操作任务</li> <li>游戏AI</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E6%A8%A1%E4%BB%BF%E5%AD%A6%E4%B9%A0-imitation-learning/">模仿学习 (Imitation Learning)</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/">强化学习 (Reinforcement Learning)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%9F%BA%E4%BA%8E%E6%BC%94%E7%A4%BA%E7%9A%84%E5%AD%A6%E4%B9%A0-demonstration-based-learning/">基于演示的学习 (Demonstration-Based Learning)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%A5%96%E5%8A%B1%E5%A1%91%E9%80%A0-reward-shaping/">奖励塑造 (Reward Shaping)</a></li> </ul>