An open API service providing repository metadata for many open source software ecosystems.

Topic: "optimal-control"

open-spaced-repetition/fsrs4anki

A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm

Language: Jupyter Notebook - Size: 73 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 3,200 - Forks: 146

casadi/casadi

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

Language: C++ - Size: 140 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1,883 - Forks: 409

ethz-adrl/control-toolbox

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

Language: C++ - Size: 13.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1,541 - Forks: 327

leggedrobotics/ocs2

Optimal Control for Switched Systems

Language: C++ - Size: 77.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,024 - Forks: 242

rst-tu-dortmund/teb_local_planner

An optimal trajectory planner considering distinctive topologies for mobile robots based on Timed-Elastic-Bands (ROS Package)

Language: C++ - Size: 1.68 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 997 - Forks: 547

loco-3d/crocoddyl

Crocoddyl is an optimal control library for robot control under contact sequence. Its solver is based on various efficient Differential Dynamic Programming (DDP)-like algorithms

Language: C++ - Size: 22.9 MB - Last synced at: 7 days ago - Pushed at: 13 days ago - Stars: 957 - Forks: 187

eleurent/phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

Size: 2.23 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 951 - Forks: 206

Shunichi09/PythonLinearNonlinearControl

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

Language: Python - Size: 990 KB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 917 - Forks: 178

pantor/ruckig

Motion Generation for Robots and Machines. Real-time. Jerk-constrained. Time-optimal.

Language: C++ - Size: 3.47 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 840 - Forks: 190

LeCAR-Lab/dial-mpc

Official implementation for the paper "Full-Order Sampling-Based MPC for Torque-Level Locomotion Control via Diffusion-Style Annealing". DIAL-MPC is a novel sampling-based MPC framework for legged robot full-order torque-level control with both precision and agility in a training-free manner.

Language: Python - Size: 268 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 649 - Forks: 73

giaf/hpipm

High-performance interior-point-method QP and QCQP solvers

Language: C - Size: 8.27 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 605 - Forks: 133

Geonhee-LEE/mpc_ros

Differential Wheeled Mobile Robot - Nonlinear Model Predictive Control based on ROS

Language: C++ - Size: 2.33 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 590 - Forks: 153

alphaville/optimization-engine

Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support

Language: Rust - Size: 53.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 549 - Forks: 57

juanmanzanero/fastest-lap

Fastest-lap is a vehicle dynamics simulator. It can be used to understand vehicle dynamics, to learn about driving techniques, to design car prototypes, or just for fun!

Language: Jupyter Notebook - Size: 140 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 543 - Forks: 43

DRCL-USC/Hector_Simulation

Simulation Software (ROS/MATLAB) for HECTOR Humanoid Robot Locomotion Control/Bipedal Locomotion Control/Force-and-moment-based MPC

Language: C++ - Size: 105 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 421 - Forks: 129

OpenOCL/OpenOCL 📦

Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.

Language: MATLAB - Size: 1.65 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 389 - Forks: 64

anassinator/ilqr

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

Language: Python - Size: 1.33 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 358 - Forks: 78

odow/SDDP.jl

A JuMP extension for Stochastic Dual Dynamic Programming

Language: Julia - Size: 24.9 MB - Last synced at: 7 days ago - Pushed at: 25 days ago - Stars: 326 - Forks: 66

infiniteopt/InfiniteOpt.jl

An intuitive modeling interface for infinite-dimensional optimization problems.

Language: Julia - Size: 13.5 MB - Last synced at: 7 days ago - Pushed at: 18 days ago - Stars: 277 - Forks: 21

OpenMDAO/dymos

Open Source Optimization of Dynamic Multidisciplinary Systems

Language: Python - Size: 745 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 246 - Forks: 67

DanielMartensson/CControl

Using advanced control and computer vision techniques in an easy way for embedded

Language: C - Size: 112 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 233 - Forks: 58

mayataka/robotoc

Efficient optimal control solvers for robotic systems.

Language: C++ - Size: 361 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 216 - Forks: 34

Bharath2/iLQR

iterative Linear Quadratic Regulator with constraints.

Language: Python - Size: 1.36 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 206 - Forks: 43

a1600012888/YOPO-You-Only-Propagate-Once

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

Language: Python - Size: 770 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 173 - Forks: 30

maimemo/SSP-MMC

A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling

Language: Python - Size: 61.5 KB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 159 - Forks: 17

EmbersArc/SCpp

Implementation of SCvx, linear MPC and LQR for trajectory generation and tracking

Language: C++ - Size: 7.61 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 157 - Forks: 37

ipab-slmc/exotica

Extensible Optimization Framework

Language: C++ - Size: 10.1 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 150 - Forks: 70

nicolapiccinelli/libmpc

libmpc++ is a C++ header-only library to solve linear and non-linear MPC

Language: C++ - Size: 869 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 141 - Forks: 21

pmichaillat/math-for-macro

Source files of the course "Mathematics for Macroeconomics"

Language: TeX - Size: 6.47 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 140 - Forks: 51

moribots/motion_planning

Motion Planning Library to accompany turtlebot3_from_scratch repository. Deployed PRM, Grid Map, A*, Theta*, LPA*, D* Lite*, Potential Field, and MPPI.

Language: C++ - Size: 30.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 135 - Forks: 37

JuliaFirstOrder/ProximalAlgorithms.jl

Proximal algorithms for nonsmooth optimization in Julia

Language: Julia - Size: 5.79 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 133 - Forks: 22

wanxinjin/Pontryagin-Differentiable-Programming

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

Language: Python - Size: 352 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 123 - Forks: 16

cmower/optas

OpTaS: An optimization-based task specification library for trajectory optimization and model predictive control.

Language: Python - Size: 10.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 119 - Forks: 16

thorek1/MacroModelling.jl

Macros and functions to work with DSGE models.

Language: Julia - Size: 18.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 113 - Forks: 18

lujingweihh/Adaptive-dynamic-programming-algorithms

Adaptive dynamic programming

Language: MATLAB - Size: 450 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 112 - Forks: 22

RLGC-Project/RLGC

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Language: Jupyter Notebook - Size: 454 MB - Last synced at: 8 months ago - Pushed at: about 3 years ago - Stars: 110 - Forks: 30

csu-hmc/opty

A library for using direct collocation in the optimization of dynamic systems.

Language: Python - Size: 1.8 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 106 - Forks: 22

pyomeca/bioptim

An optimization framework that links CasADi, Ipopt, ACADOS and biorbd for Optimal Control Problem

Language: Python - Size: 15.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 104 - Forks: 49

control-toolbox/OptimalControl.jl

Model and solve optimal control problems in Julia

Language: Julia - Size: 97.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 95 - Forks: 9

sisl/MPOPIS

Adaptive importance sampling modification to MPPI

Language: Julia - Size: 48.2 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 93 - Forks: 12

thowell/motion_planning

Algorithm and model experiments for robot motion planning. Implemented in Julia.

Language: Julia - Size: 32 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 82 - Forks: 19

qucontrol/krotov

Python implementation of Krotov's method for quantum optimal control

Language: Python - Size: 65.6 MB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 76 - Forks: 29

baggepinnen/DifferentialDynamicProgramming.jl

A package for solving Differential Dynamic Programming and trajectory optimization problems.

Language: Julia - Size: 271 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 76 - Forks: 15

jkoendev/optimal-control-literature-software

List of literature and software for optimal control and numerical optimization.

Size: 51.8 KB - Last synced at: 7 days ago - Pushed at: over 5 years ago - Stars: 74 - Forks: 13

pronenewbits/Arduino_Constrained_MPC_Library

A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)

Language: C++ - Size: 1.56 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 73 - Forks: 17

IvLabs/biped_trajectory_optimization

Implementing trajectory optimization on bipedal system

Language: Python - Size: 130 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 71 - Forks: 8

navigator8972/pylqr

An implementation of iLQR for trajectory synthesis and control

Language: Python - Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 71 - Forks: 19

q-optimize/c3

Toolset for control, calibration and characterization of physical systems

Language: Python - Size: 31.1 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 70 - Forks: 35

opensim-org/opensim-moco 📦

Solve optimal control problems for musculoskeletal models using OpenSim and direct collocation.

Language: C++ - Size: 18 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 61 - Forks: 17

GPrathap/motion_planning

Language: C++ - Size: 75 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 60 - Forks: 19

ell-hol/mpc-DL-controller

Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control

Language: Python - Size: 4.5 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 60 - Forks: 35

mpopt/mpopt

A pseudo-spectral collocation based multi-phase Optimal control problem solver

Language: Python - Size: 4.24 MB - Last synced at: 9 days ago - Pushed at: 10 months ago - Stars: 58 - Forks: 20

JuliaControl/RobustAndOptimalControl.jl

Robust and optimal design and analysis of linear control systems

Language: Julia - Size: 672 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 57 - Forks: 7

JuliaQuantumControl/QuantumControl.jl

Julia Framework for Quantum Dynamics and Control

Language: Julia - Size: 3.15 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 56 - Forks: 9

nosnoc/nosnoc

nosnoc is an open source software package for NOnSmooth Numerical Optimal Control.

Language: MATLAB - Size: 88 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 54 - Forks: 11

JuliaRobotics/TORA.jl

Trajectory Optimization for Robot Arms

Language: Julia - Size: 45.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 54 - Forks: 10

MahanFathi/iLQG-MuJoCo

Iterative LQG for a couple of MuJoCo models

Language: C++ - Size: 2.49 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 14

tobirohrer/building-energy-storage-simulation

An open source playground energy storage environment to explore reinforcement learning and model predictive control.

Language: Python - Size: 1.55 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 12

junhyeokahn/PnC

Planning and Control Algorithms for Robotics

Language: C++ - Size: 96.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 12

SherbyRobotics/pyro Fork of alx87grd/AlexRobotics

An object-based toolbox for robot dynamic simulation, analysis, control and planning.

Language: Python - Size: 25.6 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 47 - Forks: 24

pronenewbits/Arduino_Unconstrained_MPC_Library

A compact Unconstrained (linear) Model Predictive Control (MPC) library for Teensy4/Arduino system (or any real time embedded system in general)

Language: C++ - Size: 2.88 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 47 - Forks: 12

MohamadSayegh/MPC_Quadrotor

Model Predictive Control for a quadrotor in static and dynamic environments

Language: Python - Size: 19.3 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 12

meco-group/fatrop

Fatrop is a nonlinear optimal control problem solver that aims to be fast, support a broad class of optimal control problems and achieve a high numerical robustness.

Language: C++ - Size: 4.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 44 - Forks: 7

rst-tu-dortmund/control_box_rst

The control_box_rst package provides C++ libraries for predictive control, direct optimal control, optimization and simulation.

Language: C++ - Size: 2.49 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 44 - Forks: 21

DesmondZhong/diff_sim_grads

We compare the gradients calculated by different differentiable contact model implementations.

Language: Jupyter Notebook - Size: 2.02 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 4

hanyas/trajopt

A toolbox for trajectory optimization of dynamical systems

Language: Python - Size: 1.22 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 13

thomasantony/msl-apollo-entry-guidance

A Python implementation of the Apollo Entry Guidance algorithm used by NASA's MSL spacecraft

Language: Jupyter Notebook - Size: 6.51 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 6

stephane-caron/qpmpc

Model predictive control in Python based on quadratic programming

Language: Python - Size: 337 KB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 40 - Forks: 2

harmoniqs/QuantumCollocation.jl

Quantum Optimal Control with Direct Collocation

Language: Julia - Size: 94.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 34 - Forks: 11

dmalyuta/lcvx

Lossless convexification new results (mixed-integer problems)

Language: Python - Size: 5.59 MB - Last synced at: 30 days ago - Pushed at: over 5 years ago - Stars: 32 - Forks: 5

minliu01/SoftMAC

Code repository for our paper SoftMAC: Differentiable Soft Body Simulation with Forecast-based Contact Model and Two-way Coupling with Articulated Rigid Bodies and Clothes

Language: Python - Size: 64.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 29 - Forks: 4

fireshape/fireshape

A shape optimisation toolbox built on the Firedrake finite element library.

Language: Python - Size: 1.5 MB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 28 - Forks: 11

HalukErdogan/ilqr

ILQR (Iterative Linear Quadratic Regulator)

Language: C++ - Size: 1.88 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 28 - Forks: 0

thowell/DirectTrajectoryOptimization.jl

A Julia package for constrained trajectory optimization using direct methods.

Language: Julia - Size: 147 KB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 4

madupite/madupite

a High-Performance Distributed Solver for Large-Scale Markov Decision Processes (MDP) relying on Inexact Policy Iteration; for Python and C++

Language: C++ - Size: 36.5 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 25 - Forks: 1

fedebotu/optimal-control-exercises

Exercise solutions for Daniel Liberzon's "Calculus of Variations and Optimal Control Theory: A Concise Introduction" book and other optimal control problems

Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 8

ichatzinikolaidis/CasADi.jl

Julia interface to CasADi via PyCall

Language: Julia - Size: 59.6 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 7

eddardd/Control-Theory

Tutorials on Control Theory

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 24 - Forks: 5

ai4energy/OptControl.jl

A tool to solve optimal control problem

Language: Julia - Size: 250 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 7

bostoncleek/ergodic_exploration

Robot agnostic information theoretic exploration strategy

Language: C++ - Size: 87 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 4

danielrherber/dt-qp-project

This project solves linear-quadratic dynamic optimization (LQDO) problems using direct transcription (DT) and quadratic programming (QP)

Language: MATLAB - Size: 1.88 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 21 - Forks: 6

open-airlab/VTNMPC-Autonomous-Wind-Turbine-Inspection

This repository contains the code and simulation files for the submitted paper titled "Autonomous Wind Turbine Inspection Framework Enabled by Visual Tracking Nonlinear Model Predictive Control (VT-NMPC)".

Language: C - Size: 763 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 21 - Forks: 4

PepMS/eagle-mpc

EagleMPC is a model predictive control & optimal control library for unmanned aerial manipulators (UAMs)

Language: C++ - Size: 865 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 21 - Forks: 2

SSubhnil/RacingCARLA

Learning Model Predictive Control (LMPC) for autonomous racing in CARLA 3D environment.

Language: Python - Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 21 - Forks: 6

gonzafernan/self-balancing-lqg

Self-balancing robot analysis and LQG optimal controller design with MATLAB Simulink and Simscape Multibody

Language: MATLAB - Size: 15.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 5

sustainable-computing/EnergyBoost

Code release of EnergyBoost: Learning-based Control of Home Batteries

Language: Jupyter Notebook - Size: 1.17 GB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 20 - Forks: 10

SciML/OptimalControl.jl 📦

A component of the SciML scientific machine learning ecosystem for optimal control

Language: Julia - Size: 4.88 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 7

zanellia/feasible_sqp

A solver for nonlinear programming based on a sequential quadratic programming strategy with feasible intermediate iterates.

Language: NMODL - Size: 35.8 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 19 - Forks: 2

XuShenLZ/conflict_rez

Conflict resolution for multiple vehicles in tight spaces

Language: Python - Size: 5.28 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 19 - Forks: 0

MurpheyLab/ergodic-control-sandbox

Sandbox code for "Tutorial on Ergodic Control @ ICRA 2024"

Language: Jupyter Notebook - Size: 9.15 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 18 - Forks: 2

MisterEkole/slam_with_vit

Visual SLAM for Mobile Robots with Vision Transformer(ViT)

Language: Python - Size: 478 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 1

donken/NeuralOC

A Neural Network Approach for Real-Time High-Dimensional Optimal Control

Language: Python - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 6

bostoncleek/ROS-Turtlebot-Navigation

Custom navigation stack for Turtlebot3. Includes Fast SLAM, EKF SLAM, several path planners, and a model predictive path integral controller.

Language: C++ - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 6

andrea-luciani/bimets

Time Series And Econometric Modeling In R

Language: R - Size: 8.01 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 17 - Forks: 1

rbosh/ml-adp

Pytorch-Native Approximate Dynamic Programming for Stochastic Optimal Control

Language: Python - Size: 2.57 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

AlexSantopaolo/Optimization-Based-Iterative-Learning-Control-for-Trajectory-Tracking

University group project concerning the implementation of an iterative learning controller tested on a Cart-Pole system. The code has been implemented in Matlab.

Language: MATLAB - Size: 1.02 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 2

shehio/Everything-Financial-Engineering

Links for the most relevant topics

Size: 29.3 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 17 - Forks: 2

ZQuang2202/NonlinearRISE-IRL-BTs

This is a official code implementation for Nonlinear RISE based Integral Reinforcement Learning algorithms for perturbed Bilateral Teleoperators with variable time delay (Neurocomputing Journal).

Language: MATLAB - Size: 861 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 1

VinAIResearch/PC3-pytorch

Predictive Coding for Locally-Linear Control (ICML-2020)

Language: Python - Size: 15.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 16 - Forks: 3

IlyaOrson/Control-NeuralODE

Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248

Language: Julia - Size: 903 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 1

Related Topics
optimization 64 trajectory-optimization 47 robotics 46 model-predictive-control 43 reinforcement-learning 38 control-systems 35 python 31 mpc 30 motion-planning 24 control 23 matlab 21 machine-learning 21 dynamic-programming 19 julia 16 control-theory 16 ilqr 14 mpc-control 14 lqr 13 simulation 13 ros 12 dynamical-systems 12 cpp 12 deep-learning 11 lqr-controller 10 differential-dynamic-programming 10 nonlinear-optimization 10 ddp 9 quantum-computing 8 nonlinear-control 8 casadi 8 optimization-algorithms 8 simulink 7 numerical-optimization 7 dynamics 6 trajectory-planning 6 hamiltonian 6 biomechanics 6 reinforcement-learning-algorithms 6 reinforcement-learning-environments 6 policy-iteration 6 quantum 6 nmpc 6 trajectory-tracking 6 trajectory-generation 6 optimal 6 robust-control 5 value-iteration 5 nonlinear-dynamics 5 differentiable-programming 5 model-predictive-controller 5 quadrotor 5 mathematics 5 jax 5 embedded-systems 5 hamilton-jacobi-bellman 5 pontryagin-maximum-principle 5 numerical-methods 5 controller 5 quadratic-programming 5 pytorch 5 embedded 4 bellman-equation 4 stochastic-optimization 4 neural-network 4 ilqg 4 covid-19 4 dynamic-optimization 4 hamilton-jacobi-reachability 4 ode 4 nonlinear-programming 4 collocation 4 differential-geometry 4 python3 4 musculoskeletal-models 4 lqg-controller 4 ordinary-differential-equations 4 sympy 4 interior-point-method 4 pendulum 4 markov-decision-processes 4 linear-quadratic-regularator 4 mppi 4 stochastic-optimal-control 4 automatic-differentiation 4 direct-collocation 4 hamilton-jacobi 4 switched-systems 3 kalman-filter 3 musculoskeletal-simulations 3 uav 3 artificial-intelligence 3 ipopt 3 feedback-controller 3 closed-loop-control 3 neural-ode 3 simulator 3 code-generation 3 q-learning 3 stm32 3 parameter-estimation 3