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Home> FTK1000-FAKULTI KEJURUTERAAN ELEKTRIK & ELEKTRONIK

DR. AHMAD AFIF BIN MOHD FAUDZI

Contact No. : 094246154
Gender : MALE
Nationality : MALAYSIA
Current Positon : DS51-A-PENSYARAH UNIVERSITI
E-Mail : ahmadafifm@ump.edu.my
 
ACADEMIC QUALIFICATION
. 2015 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), KYUSHU UNIVERSITY, JAPAN
. 2012 : IJAZAH SARJANA (MASTERS DEGREE), OITA UNIVERSITY
. 2010 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), OITA UNIVERSITY
 
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL
MACHINE LEARNING REINFORCEMENT LEARNING
3
TINGGI
 
EMPLOYMENT HISTORY
No Record.

   
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS
1. White hole operator as solution to premature convergence in gravitational search algorithm and black hole algorithm Leader 30-JUN-2017 29-JUN-2019 Sedang Berjalan
2. Vision-based Autonomous Robot Body Alignment for Copper Wire Spool Pick Up Member 20-JUN-2017 19-JUN-2019 Sedang Berjalan
3. DEVELOPMENT OF LEARNING VECTOR QUANTIZATION BASED ABSTRACTION METHOD FOR TRANSFER LEARNING IN REINFORCEMENT LEARNING FRAMEWORK Leader 20-JUN-2017 19-JUN-2019 Sedang Berjalan
4. DEVELOPMENT OF A SENSITIVE MAGNETOMETER PROTOTYPE FOR DEFECT EVALUATION IN STEEL COMPONENTS Member 15-MAY-2017 14-MAY-2019 Sedang Berjalan
5. MATERIAL CHARACTERIZATION MODEL USING RECTANGULAR RESONATOR WAVEGUID Member 01-MAY-2017 01-MAY-2019 Sedang Berjalan
6. Attachable Smart Meter Reader using Neural Network Leader 01-JAN-2017 01-JAN-2018 Tamat
7. Opposition-based Learning Simulated Kalman Filter for Numerical Optimization Problems Member 01-AUG-2016 31-JUL-2018 Tamat
   
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION
NON-REFEREED PUBLICATION
CONFERENCE PAPER A study on State Abstraction for Q-learning Problem Using Learning Vector Quantization 25/09/2013 Main author
CONFERENCE PAPER Context-based Word Recognition through a Coupling of Q-Learning and Recurrent Neural Network 01/12/2011 Main author
REFEREED PUBLICATION
JOURNAL Development of Wireless Passive Water Quality Catchment Monitoring System 04/04/2018 60%
JOURNAL Transfer Learning Through Abstraction Using Learning Vector Quantization 04/04/2018 Main author
JOURNAL Policy Learning Using Modified Learning Vector Quantization for Reinforcement Learning Problems 01/07/2015 Main author
BOOKS Acquisition of Context-Based Active Word Recognition by Q-Learning Using a Recurrent Neural Network 01/05/2014 Main author
CONFERENCE PAPER A study on abstract policy for acceleration of reinforcement learning 09/09/2014 Main author
CONFERENCE PAPER A study on visual abstraction for reinforcement learning problem using Learning Vector Quantization 14/09/2013 Main author
CONFERENCE PAPER Acquisition of active perception and recognition through Actor-Q learning using a movable camera 18/08/2010 Main author
   

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