Pinned

1. Soccer-Stars-Game-Bot Soccer-Stars-Game-Bot Public

   This project aims to develop a bot capable of competing against human players in the game Soccer Stars.

   Jupyter Notebook 2

2. Wireless-Sensor-Network-Optimization Wireless-Sensor-Network-Optimization Public

   Forked from silver380/Wireless-Sensor-Network-Optimization

   Implemented an evolutionary algorithm to optimize the cost and service quality of a city-wide communication network by adjusting the number, location, and transmit power of sensor nodes.

   Python

3. Game-Playing-Intelligent-Agent Game-Playing-Intelligent-Agent Public

   Implemented reinforcement learning algorithms, including Value-Iteration and Q-Learning, for a 2D grid world Markov Decision Process resembling a Pac-man game. Also applied the Mini-Max algorithm a…

   Python 5 1

4. CIFAR-10-Image-Classification-Using-MLP-and-RBF CIFAR-10-Image-Classification-Using-MLP-and-RBF Public

   Forked from silver380/CIFAR10-Image-Classification-Using-MLP

   Implemented Multilayer Perceptron (MLP) and Radial Basis Function (RBF) neural networks from scratch in Python and used ResNet-34 as a feature extractor. Evaluated and compared the classification a…

   Jupyter Notebook 1

5. Neural-Architecture-Search-for-CIFAR-10-Image-Classification Neural-Architecture-Search-for-CIFAR-10-Image-Classification Public

   Forked from silver380/neural-architecture-search-CIFAR10

   Applied evolutionary algorithms to automate deep neural network design for image classification. The network architecture was optimized by selecting the best feature extractor, number of hidden lay…

   Jupyter Notebook

6. Fuzzy-Logic-SMS-Spam-Filtering Fuzzy-Logic-SMS-Spam-Filtering Public

   Forked from silver380/fuzzy_logic_sms_spam_filtering

   Jupyter Notebook