Intelligent agents in virtual world
An intelligent agent is able to receive input and act in a certain manner. It is also capable of learning to a certain degree and can represent knowledge. The study of knowledge learning and representation in intelligent agents can benefit systems deploying autonomous/intelligent agents in informati...
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| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2010
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| Online Access: | http://hdl.handle.net/10356/36249 |
| _version_ | 1811681850687488000 |
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| author | Oh, Joneson Jun Sheng |
| author2 | Tan Ah Hwee |
| author_facet | Tan Ah Hwee Oh, Joneson Jun Sheng |
| author_sort | Oh, Joneson Jun Sheng |
| collection | NTU |
| description | An intelligent agent is able to receive input and act in a certain manner. It is also capable of learning to a certain degree and can represent knowledge. The study of knowledge learning and representation in intelligent agents can benefit systems deploying autonomous/intelligent agents in information gathering, representation and decision making. This purpose of this project is to carry out investigation and implement an intelligent agent in a virtual world. The scope of this project is confined to the intelligent agent being able to query and collect information about various entities, and store them meaningfully in its knowledge base. A form of pattern/template matching learning called Fusion Adaptive Resonance Theory is also deployed in the learning process, and it will support the intelligent agent in providing a system for concept formation knowledge retrieval via template matching. The techniques, approach and design used to achieve the objectives of this project will be discussed in detail in the following chapters. In conclusion, it is indeed feasible to deploy an intelligent agent which can roam a virtual world, gather information and present the information to human users. However there are timing issues and limitations in the development of the virtual world which have to be overcome. There is also future potential for the agent implemented in this project to be integrated or complemented with other agents to provide a better gaming experience for the user. |
| first_indexed | 2024-10-01T03:47:30Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/36249 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:47:30Z |
| publishDate | 2010 |
| record_format | dspace |
| spelling | ntu-10356/362492023-03-03T20:30:43Z Intelligent agents in virtual world Oh, Joneson Jun Sheng Tan Ah Hwee School of Computer Engineering Emerging Research Lab DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence An intelligent agent is able to receive input and act in a certain manner. It is also capable of learning to a certain degree and can represent knowledge. The study of knowledge learning and representation in intelligent agents can benefit systems deploying autonomous/intelligent agents in information gathering, representation and decision making. This purpose of this project is to carry out investigation and implement an intelligent agent in a virtual world. The scope of this project is confined to the intelligent agent being able to query and collect information about various entities, and store them meaningfully in its knowledge base. A form of pattern/template matching learning called Fusion Adaptive Resonance Theory is also deployed in the learning process, and it will support the intelligent agent in providing a system for concept formation knowledge retrieval via template matching. The techniques, approach and design used to achieve the objectives of this project will be discussed in detail in the following chapters. In conclusion, it is indeed feasible to deploy an intelligent agent which can roam a virtual world, gather information and present the information to human users. However there are timing issues and limitations in the development of the virtual world which have to be overcome. There is also future potential for the agent implemented in this project to be integrated or complemented with other agents to provide a better gaming experience for the user. Bachelor of Engineering (Computer Engineering) 2010-04-29T04:36:17Z 2010-04-29T04:36:17Z 2010 2010 Final Year Project (FYP) http://hdl.handle.net/10356/36249 en Nanyang Technological University 47 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Oh, Joneson Jun Sheng Intelligent agents in virtual world |
| title | Intelligent agents in virtual world |
| title_full | Intelligent agents in virtual world |
| title_fullStr | Intelligent agents in virtual world |
| title_full_unstemmed | Intelligent agents in virtual world |
| title_short | Intelligent agents in virtual world |
| title_sort | intelligent agents in virtual world |
| topic | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence |
| url | http://hdl.handle.net/10356/36249 |
| work_keys_str_mv | AT ohjonesonjunsheng intelligentagentsinvirtualworld |