Computer Science: Artificial Intelligence Topics

 

- Intelligent Agents

*Agents and Environments

*Concept of Rationality

*Nature of Environments

*Structure of Agents

- Problem-Solving

*Solving problems by Searching

*Games

*Constraint Satisfaction Problems

- Knowledge, reasoning and planning

*Logical Agents

*First-Order Logic

*Planning Approaches

*Knowledge Representation

- Uncertain knowledge and reasoning

*Quantifying Uncertainly

*Probabilistic Reasoning

*Making Simple Decisions

*Making Compex Decisions

- Learning

*Learning from Examples

*knowledge in Learning

*Learning Probabilistic Models

*Reinforcement Learning

- Communication, perceiving and acting

*Natural Language Processing

*Natural Language for Communication

*Perception

*Robotics

My Key Skills 2010

Concepts

Algorithms, Data structures, Object Oriented Programming (OOP)

Languages

C, C++, C#.Net, Java

Data Access

ADO.NET, LINQ

Desktop

Windows Form, WPF

Web Technologies

HTML, XHTML, DHTML, DOM, CSS, JavaScript, jQuery, Prototype, AJAX, JSON, XML, ASP.NET, Web service, Silverlight, SharePoint, XAML.

Web Servers

IIS, Apache

Games

XNA

DB

MS SQL Server 2005; 2008, Oracle 10g; 11g

IDE

Visual Studio 2008; 2010

Analysis/Plan

MS Office Visio, UML, WWF

Development Methodologies

Waterfall, Agile, Scrum

OS

Windows Vista, Windows 7, UNIX