专家系统

Expert Systems

·         Introduction

界面

Interfaces

·         Introduction

·         Smart Rooms, Smart Houses and Household Appliances

机器学习

Machine Learning

·         Introduction

·         Data Mining and Discovery

·         Decision Trees

·         Genetic Algorithm

·         Induction and Case-Based Reasoning

·         Neural Networks & Connectionist Systems

·         Pattern Recognition

·         Reinforcement Learning

自然语言处理

Natural Language
Processing

·         Introduction

·         Discourse Analysis

·         Machine Translation

·         Natural Language Understanding & Generation

机器推理

Reasoning

·         Overview

·         Bird Watcher's Field Guide to Reasoning

·         Abduction

·         Analogy

·         Belief Revision

·         Case-Based Reasoning

·         Collaborative Systems

·         Commonsense

·         Constraint-Based Reasoning

·         Decision Making

·         Design

·         Fuzzy Logic

·         Logic & Formal Reasoning

·         Nonmonotonicity

·         Planning & Scheduling

·         Qualitative Reasoning

·         Real-Time Problem Solving

·         Search

·         Uncertainty/Probability Reasoning

知识表达

Representation

·         Introduction

·         Languages & Structures

·         Ontologies

机器人

Robots

·         Introduction

·         Automated Manufacturing

·         Autonomous Vehicles

语音

Speech

·         Introduction

体系或语言

Systems & Languages

·         Introduction

图林测试

Turing Test

·         Introduction

视觉

Vision

·         Introduction

·         Image Understanding

智能代理

Agents

·         Introduction

·         Multi-Agent Systems

·         Web-Searching Agents