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OptimTraj
A trajectory optimization library for MatlabdscTutorials
A few simple tutorials for dynamical systems and control. Most require Matlab.ParticleSwarmOptimization
Matlab implementation of particle swarm optimization. Well documented with examples.ME149_Spring2018
Optimal Control for Robotics -- Tufts University -- ME 149 -- Spring 2018RungeKuttaCpp
A collection of explicit runge-kutta integrators, written in C++IntroMatlabDynamics
A basic introduction to Matlab, guided towards simulation and analysis of dynamical systemsContinuous_Finite_LQR
Derivation and implementation of continuous-time finite-horizon Linear Quadratic RegulatorTractor_Trailer_Control
Simulation of a tractor-trailer truck driving backwards along a curving road. Control via time-varying linear quadratic regulator, estimation via extended Kalman filterKinematic_Constrained_Trajectory
Bouncing_Ball_Matlab
Tutorial for event detection in Matlab - simulation of ball bouncing over hilly terrain.DirCol5i
Trajectory Optimization in Matlab, specialized for problems with higher-derivatives (eg. jerk or snap) and / or implicit dynamics.Lagrange_Mechanics_Derivations
Tutorial: derive equations of motion for mechanical systems using Lagrange equationsicra2015_kellyRuina
Non-linear robust control for inverted-pendulum 2D walkingBezier_Curves
A few Matlab functions for creating and evaluating bezier curves.website
A repository for development of my personal website.Matlab_Animation_Tutorial
An tutorial the goes over real-time animation in Matlab, as well as saving video files. Some advanced topics are covered as well.matthewpeterkelly.github.io
A new place to host my personal website.numerical-methods-in-python
This project contains a set of standard numerical methods that I have implemented in python. The source-code for this project is intended to be read as a tutorial.RangerSimulation
Source code for my two most well-documented simulators for the Cornell Ranger walking robot.FluenceMapping
Trajectory optimization to match fluence profiles.TwoPhaseOptimalGait
Trajectory optimization, using GPOPS-II, for two-phase walking and running gaits, for a simple walking modelChebyshev_Polynomials
Tutorial for Chebyshev orthogonal polynomials, written in Matlab. Strongly inspired by the chebfun project.Dynamics_Function_Gradient
Computes gradient of f(x) = A(x) \ b(x) in Matlab.Polynomial_Smoothing_Matlab
Implementation of polynomial smoothing for several basic functionsToppling_Stick
Finite-State-Machine simulation of a toppling stick. Careful Analysis. Matlab.MDP_Pendulum
Creates a Markov Decision Process model of a pendulum, then finds optimal swing-up policy.Exponential_Smoothing_Matlab
Exponential smoothing for simple functions: max(), clamp(), abs(), ramp()...Bulirsch-Stoer
Matlab implementation of the Bulirsch-Stoer method for solving initial value problems.myJavaPkgs
Java utility packages that I wrote, generally related to simulation.poker-stats
Small library for computing poker statistics using Monte-Carlo simulation. The primary focus for the project is learning Rust.RombergQuadrature
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