AI for Decision Making @TU/e

All

17 repositories

NCO-for-Stochastic-FJSP
Public
Python
•1•0•0•0•Updated Dec 13, 2024Dec 13, 2024
Job_Shop_Scheduling_Benchmark_Environments_and_Instances
Public
A benchmarking repo with various solution methods to various machine scheduling problems
python benchmarking machine-learning jsp assembly deep-reinforcement-learning combinatorial-optimization job-shop-scheduling fjsp flexible-job-shop-scheduling
Jupyter Notebook
•
MIT License
•23•97•0•2•Updated Dec 13, 2024Dec 13, 2024
Root-Cause-Analysis-Semaku
Public
Graduation project M. Ouwerkerk
0•0•0•0•Updated Nov 29, 2024Nov 29, 2024
MVRSM
Public
MVRSM algorithm for optimising mixed-variable expensive cost functions.
Python
•
MIT License
•3•0•0•0•Updated Nov 4, 2024Nov 4, 2024
DRL-TOBM-CPR
Public
Code for the paper "Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking".
Python
•1•6•1•0•Updated Aug 9, 2024Aug 9, 2024
DRL-Guided-Picker-Optimization
Public
Python
•
Apache License 2.0
•2•3•0•0•Updated May 28, 2024May 28, 2024
Parcel-loss-prediction-in-last-mile-delivery
Public
Jupyter Notebook
•0•0•0•0•Updated Feb 22, 2024Feb 22, 2024
MODCMAC
Public
The code implementation of the paper: A Deep Multi-Objective Reinforcement Learning Approach for Infrastructural Maintenance Planning with Non-Linear Utility Functions
Python
•1•0•0•0•Updated Sep 13, 2023Sep 13, 2023
drl-order-batching
Public
Code for paper publication: Deep reinforcement learning-based solution for a multi-objective online order batching problem
Python
•4•2•0•0•Updated Apr 10, 2022Apr 10, 2022
binoct
Public
Binary Programming Formulation for Learning Classification Trees Using Cplex
Python
•6•0•0•0•Updated Apr 10, 2022Apr 10, 2022
ExpensiveOptimBenchmark
Public
Python
•
MIT License
•4•0•0•0•Updated Feb 11, 2022Feb 11, 2022
ai-for-tsp-competition
Public
This is the official repository of the AI for TSP competition at IJCAI 2021
Python
•8•0•0•0•Updated Jul 5, 2021Jul 5, 2021
processtransformer
Public
Transformer Network for Predictive Business Process Monitoring Tasks
Python
•
Apache License 2.0
•15•0•0•0•Updated May 22, 2021May 22, 2021
online-auction-data
Public
Python
•1•0•0•0•Updated May 10, 2021May 10, 2021
water-pipes-failure-prediction
Public
It contains the water pipes failure data from the Netherlands, and a prediction model
Jupyter Notebook
•
MIT License
•2•0•0•0•Updated Oct 24, 2020Oct 24, 2020
learning-2opt-drl
Public
Code Implementation of Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning
Python
•18•0•0•0•Updated Oct 20, 2020Oct 20, 2020
StateAggregation_KPs
Public
A State Aggregation for Knapsack Problem
Python
•1•0•0•0•Updated Sep 9, 2020Sep 9, 2020