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

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）第四讲 遗传算法

背景 基础 Markov Processes Markov Reward Process Markov Decision Process Extensions to MDPs (Full Observable) Markov Decision Processes (MDPs) Partial Observable MDPs (POMDPs)

Uncertainty Probability Syntax and Semantics Inference Independence and Bayes’ Rule Bayesian network Graphical models Bayesian networks Inference in Bayesian networks

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

图像、文字、语音与人工智能（PPT课件讲稿）语音识别的原理

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

SLAM核心算法与框架 经典SLAM系统 SLAM遇上AIoT——算法、算力与平台