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updated 4 months ago

Model-based Policy Iteration Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Model-based Policy iteration Approach (artificial intelligen..., cleaning robot, dynamic programming)

model_based_deterministic_policy_iteration

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updated 5 months ago

Q-learning (Model-free Value Iteration) Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Q-learning with epsilon-greedy exploration (qlearning, learning, robot)

qlearning

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updated 1 year ago

Improved Feedforward Neural Networks Using PSOGSA by Seyedali Mirjalili

This program is an improved Feedforward Neural Network using a hybrid algorithm called PSOGSA. (optimization, particle swarm optimi..., pso)

o=My_FNN(Ino,Hno,Ono,W,B,x1,x2,x3,x4)

output=My_sigmoid(x)

FNNGSA.m

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updated almost 2 years ago

Teaching Numerical Gradients and Hessians by Brendan Wood

Simple, well-commented Matlab code to demonstrate how to take numerical derivatives and Hessians. (teaching, learning, derivative)

fun(X, NFV)

num_grad(func, X, NFV, h)

num_hess(func, X, NFV, h)

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updated 3 years ago

Learning Based Digital Matting by Yuanjie Zheng

A package for a demo of a learning based image matting technique. (image matting, digital matting, matting)

C=getC(mask,c)

L=getLap(imdata,winsz,mask,lambda)

L=getLap_iccv09_overlapping(imdata,winsz,mask,lambda)

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updated 3 years ago

Learn French vocabulary by Peter Bone

A simple tool to learn French vocabulary with intelligent choice of test word. (french, vocabulary, learning)

french.m

learn.m

reveal.m

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updated 4 years ago

41 Complete GUI Examples by Matt Fig

41 working GUIs to read and learn. (gui, example, files)

GUI_1()

GUI_10()

GUI_11()

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updated 5 years ago

Structure Learning Package for Bayes Net Toolbox by Olivier Francois

Structure Learning methods for Bayesian Networks (statistics, probability, bayesian network)

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updated 6 years ago

Linear matrix-based neural network by Povilas Daniu?is

A novel learning algorithm for matrix-based data (fuzzy logic, neural networks, small sample)

nMatReg.m

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