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Laurin Luttmann's Projects

cobot_shortest_path icon cobot_shortest_path

Implementation of the VNS in Xie, L., Li, H., & Luttmann, L. (2023). Formulating and solving integrated order batching and routing in multi-depot AGV-assisted mixed-shelves warehouses.

dediqa icon dediqa

Repository for DEep Document Image Quality Assessment. In reference to the wonderful portafilter coffee machine Delonghi Dedica

ekf-nn-training icon ekf-nn-training

Implement backpropagation and extended kalman filter to train feedforward neural networks

matnet icon matnet

codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"

rl4co icon rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

rl4msprp icon rl4msprp

PyTorch implementation of Luttmann, Xie (2024): Neural Combinatorial Optimization on Heterogeneous Graphs. An Application to the Picker Routing Problem in Mixed-shelves Warehouses

sancho_shortest_path icon sancho_shortest_path

This repository implements the dynamic programming solution to the shortest path problem with time constraints on parking and movement (Sancho 1992)

tdi23 icon tdi23

educational material for "Tag der Informatik 2023" hosted at Leuphana University

text icon text

Making text a first-class citizen in TensorFlow.

tljh-repo2user-dir icon tljh-repo2user-dir

TLJH plugin which automatically populates the user directories with a repository

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