Alternatives and similar repositories for data_driven_control:

Users that are interested in data_driven_control are comparing it to the libraries listed below

• LeeLinJun / KoopmanControl
  ☆16Updated 4 years ago
• jastiso / NetworkControl
  This repository contains basic functions to enable to application of network control theory to complex systems
  ☆19Updated 4 years ago
• chennnnnyize-zz / Optimal-Control-via-Neural-Networks
  Code repo for ICLR paper: Optimal Control Via Neural Networks: A Convex Approach
  ☆79Updated 5 years ago
• Linbin-Huang / RoKDeePC
  code of paper "Robust and kernelized data-enabled predictive control for nonlinear systems"
  ☆13Updated last year
• 4flixt / DeePC_Perspective
  Accompanying repository for our work "On the relationship between data-enabled predictive control and subspace predictive control".
  ☆22Updated 2 years ago
• OptiMaL-PSE-Lab / Data-driven-distributionally-robust-MPC
  ☆22Updated 3 years ago
• umenberger / robust-deepc
  Code to reproduce examples in 'Closed-loop data-enabled predictive control' submitted to CDC 2020
  ☆20Updated 4 years ago
• SetarehAr / ADMMBO
  An implementation of "ADMMBO, An ADMM Framework for Bayesian Optimization with Unknown Constraints''
  ☆21Updated 5 years ago
• sabean / Koopman
  Learning dynamical systems from data: Koopman
  ☆15Updated 5 years ago
• xl402 / deep-koopman
  IIB Master's Project: Deep Learning for Koopman Optimal Predictive Control
  ☆44Updated 4 years ago
• MehdiKhamassi / RLwithReplay
  This is the source code to simulate model-based (MB) and model-free (MF) reinforcement learning algorithms with replays in grid worlds.
  ☆14Updated 2 years ago
• MilanKorda / KoopmanMPC
  ☆65Updated 6 years ago
• wgshen / sOED
  Approximate dynamic programming (ADP) and Policy gradient (PG) based sequential optimal experimental design (sOED)
  ☆19Updated 2 years ago
• xinglongzhangnudt / Robust-Koopman-MPC
  ☆14Updated 11 months ago
• yangyi02 / sequential_chance_constrained
  [OR 2011] Matlab code for Sequential Convex Approximations to Joint Chance Constrained Programs
  ☆16Updated 6 years ago
• kul-optec / risk-averse
  Modeling framework for risk-constrained risk-averse optimal control problems (MATLAB toolbox)
  ☆10Updated 6 years ago
• panweihit / BSID
  Bayesian System IDentification
  ☆28Updated 7 years ago
• Pdbz199 / Koopman-RL-Old
  Data-driven Koopman control theory applied to reinforcement learning!
  ☆29Updated last year
• urban-fasel / SEIR_SINDY_MPC
  ☆41Updated 3 years ago
• joaofcmota / DistributedOptimizationWithLocalDomains
  Code to replicate experiments in paper
  ☆29Updated 6 years ago
• cqsunjian / Structural-Scheduling-of-Transient-Control-System
  These are source code files of simulation for paper structural scheduling of transient control system under enery storage systems by spa…
  ☆16Updated 4 years ago
• zhou-yh19 / redpc
  Learning-Based Efficient Approximation of Data-enabled Predictive Control
  ☆10Updated 10 months ago
• unstable-zeros / data-driven-sls
  Code needed to reproduce the examples in "Data-driven System Level Synthesis" by Anton Xue and Nikolai Matni.
  ☆11Updated 3 years ago
• rssalessio / PyZPC
  Python library that implements ZPC: Zonotopic Data-Driven Predictive Control.
  ☆10Updated 2 years ago
• dekovski / Koopman_Lyapunov
  Code for CDC2022 submission
  ☆11Updated last week
• Zheng-Meng / Tracking-Control
  Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.
  ☆22Updated 10 months ago
• Alirezalm / RHADMM-Algorithm
  This repository contains the codes and supplementary materials of "Relaxed hybrid consensus ADMM for distributed convex optimisation wit…
  ☆9Updated 5 years ago
• anqif / chancecons
  Chance constraints in CVXPY
  ☆17Updated 6 years ago