Policy abstraction for transfer learning using learning vector quantization in reinforcement learning framework

QR Code

Policy abstraction for transfer learning using learning vector quantization in reinforcement learning framework

People grow up every day exposed to the infinite state space environment interacting with active biological subjects and machines. There are routines that are always expected and unpredicted events that are not completely known beforehand as well. When people interact with the future routines, they...

Full description

Bibliographic Details
Main Author:	Ahmad Afif, Mohd Faudzi
Format:	Thesis
Language:	English
Published:	2015
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/13521/ http://umpir.ump.edu.my/id/eprint/13521/16/Policy%20abstraction%20for%20transfer%20learning%20using%20learning%20vector%20quantization%20in%20reinforcement%20learning%20framework.pdf

Similar Items

Transfer learning through policy abstraction using learning vector quantization
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2018)

Transfer learning through abstraction using learning vector quantization
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2017)

A study on Visual Abstraction for Reinforcement Learning Problem Using Learning Vector Quantization
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2013)

A Study on Abstract Policy for Acceleration of Reinforcement Learning
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2014)

Development of language identification using line spectral frequencies and learning vector quantization networks
by: Gunawan, Teddy Surya, et al.
Published: (2017)

Pyramid Vector Quantization Of Video Subband With Dithering
by: Ashourian, Mohsen, et al.
Published: (2001)

Development of language identification system using MFCC and vector quantization
by: Gunawan, Teddy Surya, et al.
Published: (2017)

Swiftlet sound identification using vector quantization and minimum distance classifier
by: Siti Nurzalikha Zaini, Husni Zaini, et al.
Published: (2016)

Swiftlet sound identification using vector quantization and gaussian mixture model
by: Siti Nurzalikha Zaini, Husni Zaini
Published: (2018)

Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization
by: Akmeliawati, Rini, et al.
Published: (2008)

Three-Description Scalar And Lattice Vector Quantization Techniques For Efficient Data Transmission
by: Teo, Hui Ting
Published: (2015)

Multiple-Description Lattice Vector Quantization For Image And Video Coding Based On Coincidings Similar Sublattices Of An
by: Akhtarkavan, Ehsan
Published: (2012)

Public transport route optimization with reinforcement learning
by: Tay, Bee Sim
Published: (2023)

Reinforcement learning approach for centralized cognitive radio systems
by: Yau, Alvin Kok-Lim *
Published: (2012)

Finger vein identification based on transfer learning of AlexNet
by: Fairuz, Subha, et al.
Published: (2018)

The Classification of Skateboarding Tricks by Means of the Integration of Transfer Learning and Machine Learning Models
by: Muhammad Nur Aiman, Shapiee, et al.
Published: (2020)

Let’s tasmik mobile apps : Quran tasmik application using deep learning
by: Nor Nabilah, Mustapha, et al.
Published: (2021)

Electronic components detection and recognition using deep learning for learning purpose
by: Wan Nur Azhani, Wan Samsudin, et al.
Published: (2021)

The classification of heartbeat PCG signals via transfer learning
by: Almanifi, Omair Rashed Abdul Wareth, et al.
Published: (2021)

The classification of EEG-based winking signals: a transfer learning and random forest pipeline
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)

Improvement Of Quantized Adaptive Switching Median Filter For Impulse Noise Reduction In Grayscale Digital Image
by: Abdalameer, Ahmed Khaldoon
Published: (2017)

Malaysian vehicle license plate recognition using deep learning and computer vision
by: Pugalenthy, Kuken Raj, et al.
Published: (2022)

Smart Security Camera With Deep Learning
by: Wong, Yee Cheng
Published: (2020)

Machine Learning: Application to the Scada System
by: Lee, Sheng Kai
Published: (2019)

Deep learning for EEG data analysis
by: Cheah, Kit Hwa
Published: (2018)

Deep learning based human presence detection
by: Venketaramana, Balachandran, et al.
Published: (2020)

The diagnosis of diabetic retinopathy by means of transfer learning and fine-tuned dense layer pipeline
by: Abdo Salman, Abdulaziz, et al.
Published: (2020)

Hybridization of Learning Vector Quantization (LVQ) and Adaptive Coordinates (AC) for data classification and visualization
by: Md. Sarwar, Zahan Tapan, et al.
Published: (2008)

Smart Security Camera Using Machine Learning
by: Foo, Jia Lim
Published: (2019)

The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)

Tracing the real power transfer of individual generators to loads using least squares support vector machine with continuous genetic algorithm
by: Mohd Wazir, Mustafa, et al.
Published: (2011)

The Classification of Wink-Based EEG Signals: The identification on efficiency of transfer learning models by means of kNN classifier
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)

Development of low bit rate speech encoder based on vector quantization and compressive sensing
by: Kassim, Liban A. S., et al.
Published: (2012)

Loss quantization of reflectarray antenna based on organic substrate materials
by: Malik, H. I., et al.
Published: (2018)

Vision-based Human Presence Detection by Means of Transfer Learning Approach
by: Tang, Jin Cheng, et al.
Published: (2022)

A robust framework for driver fatigue detection from EEG signals using enhancement of modified Z-score and multiple machine learning architectures
by: Rafiuddin, Abdubrani, et al.
Published: (2023)

Learning Embedded Systems with Multi-Microcontroller Evaluation Tool
by: Selvakumar, Raja Saravana Kumar, et al.
Published: (2011)

An oppositional learning prediction operator for simulated kalman filter
by: Zuwairie, Ibrahim, et al.
Published: (2018)

Traffic control strategy for adaptive signal controller based on reinforcement learning and local communication channel
by: Muaid, Abdulkareem Alnazir Ahmed
Published: (2023)

Traffic sign classification using transfer learning: An investigation of feature-combining model
by: Lim, Wee Sheng, et al.
Published: (2021)