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    21 repositories

    • Per-State_Algorithm_Configuration

      Public
      Code for the paper: "Algorithm Configuration in Sequential Decision-Making"
      Jupyter Notebook
      •0•0•0•0•Updated Jun 30, 2025Jun 30, 2025

    • GS-MODAC

      Public
      [ICML 2025] GS-MODAC: Graph-Supported Multi-Objective Dynamic Algorithm Configuration
      Python
      •1•0•0•0•Updated May 26, 2025May 26, 2025

    • DR-ALNS

      Public
      [ICAPS 2024] DR-ALNS: Deep Reinforced Adaptive Large Neighborhood Search
      Python
      •3•0•0•0•Updated May 22, 2025May 22, 2025

    • Job_Shop_Scheduling_Benchmark_Environments_and_Instances

      Public
      A benchmarking repo with various solution methods to various machine scheduling problems
      pythonbenchmarkingmachine-learningjspassemblydeep-reinforcement-learningcombinatorial-optimizationjob-shop-schedulingfjspflexible-job-shop-scheduling
      Jupyter Notebook
      •
      MIT License
      •34•150•0•2•Updated Feb 6, 2025Feb 6, 2025

    • Root-Cause-Analysis-Semaku

      Public
      Graduation project M. Ouwerkerk
      0•0•0•0•Updated Dec 19, 2024Dec 19, 2024

    • NCO-for-Stochastic-FJSP

      Public
      Python
      •2•7•0•0•Updated Dec 19, 2024Dec 19, 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

    • GE_GI_GNN_TSP

      Public
      Geometrically Invariant \& Equivariant Graph Neural Networks for TSP Algorithm Selection and Hardness Prediction
      Python
      •1•0•0•0•Updated Oct 22, 2024Oct 22, 2024

    • DRL-TOBM-CPR

      Public
      Code for the paper "Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking".
      Python
      •1•8•1•0•Updated Aug 9, 2024Aug 9, 2024

    • DRL-Guided-Picker-Optimization

      Public
      Python
      •
      Apache License 2.0
      •3•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
      •5•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
      •17•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
      •3•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