杭州电子科技大学：《人工智能导论》课程教学资源（PPT课件讲稿）第五讲 不确定性知识的表示与推理

中国科学技术大学：《人工智能基础》课程教学资源（课件讲稿）Lecture 07 Logical Agents

Games Perfect play（最优策略） minimax decisions α − β Pruning Resource limits and approximate evaluation Games of chance (包含几率因素的游戏) Games of imperfect information

CSP examples Backtracking search for CSPs Problem structure and problem decomposition Local search for CSPs

Best-first Search (最佳优先搜索) Greedy search A* search Local Search Algorithms Hill-climbing search Simulated annealing search Local beam search Genetic algorithms

Problem-solving Agents Searching for Solutions Uninformed Search Strategies

Agents and Environments PEAS (Performance measure, Environment, Actuators, Sensors) Environment Types Agent Types

Course overview What is AI? A brief history The state of the art

杭州电子科技大学：《人工智能导论》课程教学资源（PPT课件讲稿）第八讲 神经网络学习

杭州电子科技大学：《人工智能导论》课程教学资源（PPT课件讲稿）第九讲 深度学习基础