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@OptMLGroup Optimization and Machine Learning Group @ Lehigh

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    14 repositories

    • DeepBeerInventory-RL

      Public
      The code for the SRDQN algorithm to train an agent for the beer game problem
      data-sciencemachine-learningreinforcement-learning
      data-sciencemachine-learningreinforcement-learningpaperdeep-reinforcement-learningrlinventory-managementinventory-controlsupply-chain-managementinventory-optimization
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •39•89•1•1•Updated Mar 24, 2023Mar 24, 2023

    • EcholocationDNN

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•2•0•0•Updated May 18, 2021May 18, 2021

    • VRP-RL

      Public
      Reinforcement Learning for Solving the Vehicle Routing Problem
      Python
      •236•712•6•1•Updated May 5, 2021May 5, 2021

    • AI-SARAH

      Public
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Feb 22, 2021Feb 22, 2021

    • SONIA

      Public
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Feb 22, 2021Feb 22, 2021

    • CCO-RL

      Public
      BSD 3-Clause "New" or "Revised" License
      •0•7•0•0•Updated Jun 22, 2020Jun 22, 2020

    • PerformanceProfilers

      Public
      Code for generating performance profiles to compare algorithms
      MATLAB
      •0•7•0•0•Updated May 25, 2020May 25, 2020

    • SQN

      Public
      Sampled Quasi-Newton Methods for Deep Learning
      Python
      •
      MIT License
      •4•21•1•0•Updated May 21, 2020May 21, 2020

    • DSLSR1

      Public
      MIT License
      •0•0•0•0•Updated May 12, 2020May 12, 2020

    • DANCE

      Public
      MIT License
      •0•1•0•0•Updated Mar 2, 2020Mar 2, 2020

    • TRish

      Public
      Python
      •0•0•0•0•Updated Apr 8, 2019Apr 8, 2019

    • MultiBatch_LBFGS

      Public
      Numerical experiments for Multi-Batch L-BFGS Algorithm
      MIT License
      •0•4•0•0•Updated Feb 12, 2019Feb 12, 2019

    • MultiAgentRL

      Public
      Simulation of Multiple Agent in ROS
      CMake
      •
      MIT License
      •0•0•0•0•Updated Feb 9, 2019Feb 9, 2019

    • UCLibrary

      Public
      Python
      •0•3•0•0•Updated Feb 3, 2019Feb 3, 2019
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