Pinned

1. Fault-Diagnosis-with-ML Fault-Diagnosis-with-ML Public

   Fault Diagnosis with Machine Learning Methods, the dissertation project of my MSc Data Science degree at King's College London

   MATLAB 11 5

2. NumPy-based-Neural-Network NumPy-based-Neural-Network Public

   A highly modular design and implementation of fully-connected feedforward neural network structured on NumPy matrices

   Python 2

3. Q-Learning-Pac-Man Q-Learning-Pac-Man Public

   Implementation of Q-Learning to Devise Pac-Man Strategies

   Python 1 2

4. MDP-Pac-Man MDP-Pac-Man Public

   Design and Implementation of Pac-Man Strategies with Embedded Markov Decision Process in a Dynamic, Non-Deterministic, Fully Observable Environment

   Python 1 1

5. Pathfinding-Pac-Man Pathfinding-Pac-Man Public

   Model-Based Reflex Agent Design of Pac-Man Strategies with Support of Pathfinding Algorithms in a Partially Observable Environment

   Python 1 1

6. Machine-Learning-Capstone Machine-Learning-Capstone Public

   USC Computer Science Capstone Project with Mobilized Construction, using machine learning to locate speed bumps with accelerometer and GPS data

   Python 2