DylanMk

DylanMk

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inverted-pendulum

Simulations and experiments related to my inverted pendulum robot hobby project

Self-Balancing-Robot

Control algorithms for a self balancing robot (two wheeled inverted pendulum) using ROS2

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GeneticAlgo_OpenAIGymCartPole

Implementation of Genetic Algorithm to balance inverted pendulum in OpenAI gym environment

MPC_Inverted_Pendulum

Simulated Model Predictive Controller (MPC) for an inverted pendulum on a cart in Python

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cartpole-q-learning

A cart pole balancing agent powered by Q-Learning.

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Pendulum

Inverted Pendulum in python with pybox2d. Fuzzy and PID simulation included.

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Balancing-an-inverted-pendulum-with-DQN

Deep Q-network for self balancing an inverted pendulum

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LQR-Control-For-Inverted_Pendulum

The goal of this application is to develop a LQR based controller to balance an inverted pendulum. This application is developed as part of the second homework assignment in the course SES 598: Autonomous Exploration Systems at Arizona State University. The LQR function is provided by the python-controls toolbox.

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inverted-pendulum-with-fuzzy-control

inverted pendulum fuzzy control python code (python 2.7.18)

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LQRcontroller-InvertedPendulum-in-OpenAIGym-python

Control inverted pendulum by LQR in OpenAI Gym

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Reinforcement-Learning-Pole-Balance

Keras Machine Learning for self controlling inverted pendulum OpenAI Challenge

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CartPole_reinforcement_learning

The Inverted Pendulum Balancing Robot is an introductory research project to reinforcement learning carried out as part of an entrance exam to the "Grandes Ecoles d'Ingénieurs" of the French engineering school system.

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