PhD student since 2014
Office:
2112A, Dept. Automatic Control, 2:nd floor, south west corridor, M-Building
Publications
Open source packages
Baggepinnen @ Github
ControlSystems
A Control systems toolbox for the Julia programming language
ControlSystems.jl
Documentation
LPVSpectral
A Julia package for least-squares spectral estimation together with an implementation of the spectral decomposition method presented in
Bagge Carlson et al. "Linear Parameter-Varying Spectral Decomposition." ACC 2017.
LPVSpectral.jl
DifferentialDynamicProgramming
A Julia port of and extensions to a Matlab package package for solving Differential Dynamic Programming and trajectory optimization problems. The extensions allow trajectory optimization with constraints on the KL-divergence between the trajectory distribution of the solution and a nominal trajectory.
DifferentialDynamicProgramming.jl
Original Matlab package
DeterministicPolicyGradient
A Julia implementation of the deterministic policy gradient algorithm from David Silver et al.. Deterministic Policy Gradient Algorithms. ICML, 2014
DeterministicPolicyGradient.jl
DynamicMovementPrimitives
A Julia implementation for learning dynamic movement primitives (DMP).
DynamicMovementPrimitives.jl
Robotlib
This is a library of functions, written in the Julia programming language, to help out in a robotics lab. It contains functions for forward kinematics, jacobians, iterative inverse kinematics and for a few robotics related calibration problems. The library also contains a number of functions to convert from various orientation representations and other robotics related helper functions.
Robotlib.jl
SingularSpectrumAnalysis
A Julia package for performing Singular Spectrum Analysis (SSA).
SingularSpectrumAnalysis.jl
BasisFunctionExpansions
A Julia toolbox for approximation of functions using basis function expansions (BFEs).
BasisFunctionExpansions.jl
ExperimentalAnalysis
A Julia package for creating scatter plots visualizing matrices, DataFrames and linear regression models in Julia
ExperimentalAnalysis.jl
PFSeamTracking
Repository implementing the framework detailed in
PFSeamTracking.jl
Research
SARAFun
http://h2020sarafun.eu
Responsibilities within the SARAFun project include robotic estimation, learning and control.
Teaching
HT13
Automatic Control Basic Course
VT14
Nonlinear Control and Servo Systems
Automatic Process Control
HT14
Projects in Automatic Control
Real Time Systems
HT15
System Identification
Applied Robotics
VT16
Predictive Control
HT16
System Identification
Automatic Control at
Zhejiang University, China
Deep learning
HT17
System Identification