model-free-control

There are 0 repository under model-free-control topic.

• rssalessio / PyDeePC

  Python library that implements DeePC: Data-Enabled Predictive Control

  data-driven-controldata-driven-mpcmpcdeepcadaptive-controldata-drivenmodel-free-controldata-enabled-predictive-controlpython
  Language:Python 40
• vision-cartpole-dqn

  fedebotu / vision-cartpole-dqn

  Implementation of the CartPole from OpenAI's Gym using only visual input for Reinforcement Learning control with DQN

  reinforcement-learningvision-cartpolecartpoleopenai-gymdqninverted-pendulummodel-free-rlmodel-free-controlmodel-freecomputer-vision
  Language:Jupyter Notebook 13

• shahind / MFAC

  Model Free Adaptive Control Toolbox for Python

  control-systemsdynamicmode-free-adaptive-controlmodel-free-control
  Language:Python 10

• RaheelJ / ModALSim

  Design, implementation and simulation of multiple algorithms

  modeling-and-simulationadaptive-controlflower-pollination-algorithmnumerical-methodsrobust-controlcascade-controllerdata-exfiltrationheuristic-optimizationmodel-free-controlmotor-controlmagnetic-levitationvariable-frequency-drive
  Language:MATLAB 4

• aulama2000 / HMFC

  Hierarchical Model-Free Transactional Control of Building Loads to Support Grid Services

  demand-responsemodel-free-controlstackelberg-gametransactive-energythermostatically-controlled-loadsvirtual-battery-model
  Language:Python 3

• ShreeshaN / ReinforcementLearningTutorials

  This repo contains implementations of algorithms such a Q-learning, SARSA, TD, Policy gradient

  dqnpytorchbreakoutq-learningdeep-q-learningsarsatd-methodsmonte-carlo-methodsmodel-free-rlmodel-based-rlmodel-free-controlepsilon-greedypolicy-iterationvalue-iteration
  Language:Python 3

• eslam69 / Improved-High-Order-Model-Free-Adaptive-Control

  Python implementation of the IHOMFAC algorithm proposed in the paper "Improved High Order Model-Free Adaptive Control"

  adaptive-controlcontrolmodel-free-control
  Language:Jupyter Notebook 1

• navreeetkaur / reinforcement-learning-algorithms

  Policy Evaluation and Policy Control for modified Blackjack: Assignment 1, COL870 (Reinforcement Learning) @ IIT Delhi

  reinforcement-learningblackjacksarsasarsa-learningtd-learningmonte-carlopolicy-iterationmodel-free-rlmodel-free-controlpolicy-evaluationpolicy-controlvalue-iteration
  Language:Jupyter Notebook 0

• QiYuan-Zhang / DeePCtools

  A wrapped package for Data-enabled predictive control (DeePC) implementation. Including DeePC and Robust DeePC design with multiple objective functions.

  data-drivendata-driven-controldata-driven-mpcdata-enabled-predictive-controldeepcmodel-free-controlmpcpacakgepythontoolbox
  Language:Python 0

• Rajpal9 / reservoir_computing

  This is the python implementation of the paper titled "Model-free tracking control of complex dynamical trajectories with machine learning" by Zhai et al - https://www.nature.com/articles/s41467-023-41379-3 The original MATLAB implementation can be found at https://github.com/Zheng-Meng/TrackingControl

  model-free-controlreservoir-computing
  Language:Jupyter Notebook 0