pkonowrocki/CVRP_ACO

Stars
32
Rank 801,539 (Top 16 %)
Language
Python
Created over 5 years ago
Updated almost 5 years ago

pkonowrocki/CVRP_ACO

pkonowrocki

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Capacitated Vehicle Routing Problem solved with Ant Colony Optimization

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.

NEAT

Implementation of NEAT algorithm, based on "Evolving Neural Networks through Augmenting Topologies" by Kenneth O. Stanley and Risto Miikkulainen

bus-arrival-prediction

Web-notepad--WCF--WPF--WinForms--SQLite

Simple web notepad and DB text monitor, created with SQLite, WCF services, WPF and WinForms

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.

Jupyter Notebook