Piotrek Konowrocki's repositories
Neural-network
Multilayer neural network framework implementation, used for classification and regression task. Can use multiple activation functions with backpropagation based on autograd library. Contains polynomial activation function for regression task.
Robotics-manipulation-with-contact-dynamics
Reinforcement learning, robotics simulation with agent using NAF+HER learning method. Agent's task is to fetch puck to desired position using dynamic contact.
Container-handling-problem
Container handling problem solved using multi-agent model
Fuel-system-simulator
Tool visualizing work of a system for future pilots, written in C#, thesis written in cooperation with the Warsaw Institute of Aviation and the General Electric Aviation
hopfield-network
Hopfield network with implemented hebbian ad oja learning rules.
Weather-prediction
Weather prediction project. Contains comparison of data encoding methods and imputation/no imputation approach.
Web-notepad--WCF--WPF--WinForms--SQLite
Simple web notepad and DB text monitor, created with SQLite, WCF services, WPF and WinForms
Multiple-pixels-attack
Differential evolution algorithm multiple pixels attack on neural network, with ImageNet dataset
PowiatWarBot
PowiatWarBot is a Facebook bot inspired by WorldWarBot 2020. This time around a civil war broke out in a peaceful nation of Poland.
Sterownik-rolet
Zaliczenie projektu z podstaw automatyki i sterowania