Artificial Intelligence

Artificial intelligence is the quest to create intelligent agents that can complete complex tasks which are at present only achievable by humans. This broad field covers logic, probability, perception, reasoning, learning and action; and everything from Mars Rover robotic explorers to the Watson Jeopardy playing program. You will explore some of the vast area of artificial intelligence. Topics covered include: searching, problem solving, reasoning, knowledge representation and machine learning. Topics may also include some of the following: game playing, expert systems, pattern recognition, machine vision, natural language, robotics and agent-based systems.

介绍AI原理、搜索、知识表示与机器学习。

• 1Identify problems that can be solved by search, and create search-based solution algorithms
• 2Design intelligent agents
• 3Choose the best search-based solving methods for a particular problem
• 4Make use of formal approaches for representing and reasoning about knowledge
• 5Build systems that use simple learning approaches to improve their performance