There are 0 repository under pendulum topic.
Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
Implementations in Unity of the Ten Minute Physics YouTube channel. Instead of using Unity's built-in physics engine, you will learn how to make your own. This is useful if you want to simulate ropes, cloth, tires, etc. You will also learn how to make fluid simulations and soft body physics.
Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.
Tensorflow implementation of the asynchronous advantage actor-critic (a3c) reinforcement learning algorithm for continuous action space
Animation of the motion a double-pendulum. Both Julia and Python versions of the code are given.
Repositorio de la II Escuela de Verano en Física computacional (100% virtual), donde participaron estudiantes de habla hispana de todo lationamérica.
This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." It contains all the CAD files we used to build the pendulum hardware, their corresponding user's manual, and data set we collected from our hardware, which is useful for Machine Learning and AI community.
Open AI Gym - Pendulum-v1 reinforcement learning (DQN, SAC)
WIP implementation of Probabilistic Differential Dynamic Programming in PyTorch
clear single-file JAX implementations of common RL algorithms
ICalLibrary - Fast, yet simple, iCalendar reader with excellent recurrence support in Python
About fuzzy logic using the Maxwell's pendulum
3D pendulum simulation from first principals
These are the files for my Reaction Wheel Pendulum project.
Code for FLEX, a fast, adaptive and flexible model-based reinforcement learning exploration algorithm.
Train agents to balance an inverting pendulum
Tensorflow implementation of reinforcement learning (PG, A2C, DQN, DDPG, PPO, HER, SAC)
Magnetic Pendulum Simulator
Disentangling Sources of Uncertainty for Active Exploration (Reinforcement Learning)
A gym-like classical control benchmark for evaluating the robustnesses of control and reinforcement learning algorithms.
A simple Python program, which allows the automatic symbolic creation of the Lagrange equations for pendulums and similar objects. Furthermore a numerical solver is used in order to approximate the solutions.
A numerical simulation of the double pendulum chaotic system using Python. Technical and explained report is also included. The repository is fully open-sourced under the MIT License.
Fully customizable/interactable pendulum simulation with 3 PDE methods and an ability to use none of them. Comes with a GUI; Is easily generalizable. PDE-s derived from MatLab.
Design of a Linear Quadratic Regulator balance controller for the Inverted Pendulum. After manually initializing the pendulum in the upright vertical position, the balance controller moves the rotary arm to keep the pendulum in this upright position. Moreover it is capable of balancing itself, even if minor external disturbances are given.
simulating the chaotic motion of the double-pendulum system
Vision-Based Pendulum Control using Diffusion Policy
Interactive modules for some physics concepts. All graphics and GUI are built from scratch.
Pendulum wave visualization built with p5.js
Double Pendulum Simulation showing chaos emerging from slightly different initial conditions.
Inverted pendulum control with use of a genetic algorithm.
A Matlab/Simulink simulation of the double pendulum