Reference no: EM132330699 , Length: 15

The topic is about machine learning (reinforcement learning) and need to write a paper based on a machine learning application.

Aims of the Project

The main aims of the project are to offer students the opportunity to:

• Develop a systematic understanding and critical awareness of an agreed problem relevant to the MSc programme as described in a project proposal document

• Plan and execute a major piece of programming work appropriate to the MSc programme

• Critically present existing approaches in the problem area, place their own approach in the wider area and evaluate their contribution

• Gain experience in communicating complex ideas/concepts and approaches/techniques to others by writing a comprehensive, self-contained report.

Assessment Criteria

To pass a project the markers assess whether the project proposal and project report meet the following criteria. They also assess any other aspect of special relevance for the project.

Project Proposal:

• Background research, presentation of the problem – aims and objectives: The proposal specifies a suitable problem, and discusses its requirements. It also reviews potential approaches and evaluates them.

• Plan for developing the solution: A suitable development/research method is chosen. The project is broken down into manageable chunks.

• Presentation of the proposal: Assessed as for the report – see below.

Project Report:

• Specification and design: Before starting the implementation, a specification and design of the system/software is laid out.

• Implementation, or execution of research: The key stages of the implementation/research are explained. The implementation/research is sound.

• Testing, results, analysis and critical evaluation: The report attempts to provide a clear and justified reflection upon the contribution and its limitations. It discusses how the software meets the specified requirements. A running version of the software is demonstrated to the supervisor (and an executable/source code on CD/USB drive is submitted with the report).

• Presentation of the proposal/report and documentation: These are coherent in style and structure. They clearly communicate the student's contribution to the reader.

Attachment:- Project Report.rar