markub3327/rl-toolkit

Stars
18
Rank 1,208,065 (Top 24 %)
Language
Python
License
MIT License
Created about 4 years ago
Updated 8 months ago

markub3327/rl-toolkit

markub3327

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RL-Toolkit: A Research Framework for Robotics

HAR-Transformer

Transformer for Human Activity Recognition

Jupyter Notebook

Solar-Transformer

Solar Irradiance Forecasting with Transformer model

Jupyter Notebook

NASA-POWER-BOT

Bot for downloading Solar irradiance data at target locations and region surrounded it.

Dueling-DQN-with-AutoEncoder

Signal novelty detection as an intrinsic reward for robotics

Jupyter Notebook

DQN_MazeSolver

Find a path to the end in the maze using Noisy Deep Q networks.

markub3327

ImitationLearning

The self-driving car driven by Deep CNN & RNN networks is playing the racing game.

Q_MazeSolver

Maze solving game using agent driven by Q dictionary. Agent must take the most apples and avoid mines.

Space-Game-2D

Space Game is the Unity 2D game for training computer controlling ships by NN.

DDPG-TF

Deep Deterministic Policy Gradients

Hebbian-Learning

The simple education version of Hebbian learning algorithm.

Josephus-problem

Hra s bojovnikmi o prezitie

QGIS_School

MazeSolver_GA

Genetic algorithm used for solving the maze

GAN

About Generative Adversarial Network

Jupyter Notebook

Snake-MicrobitBBC

3Pi_Robot

My primary school project with a small mobile robot called 3Pi. 🤖⚙️

AIGarden

Automate your garden with machine learning and Raspberry Pi.