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@OptMLGroup

Optimization and Machine Learning Group @ Lehigh

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  1. VRP-RL VRP-RL Public

    Reinforcement Learning for Solving the Vehicle Routing Problem

    Python 646 225

  2. DeepBeerInventory-RL DeepBeerInventory-RL Public

    The code for the SRDQN algorithm to train an agent for the beer game problem

    Python 77 34

  3. SQN SQN Public

    Sampled Quasi-Newton Methods for Deep Learning

    Python 21 5

  4. PerformanceProfilers PerformanceProfilers Public

    Code for generating performance profiles to compare algorithms

    MATLAB 7

  5. CCO-RL CCO-RL Public

    7

  6. MultiBatch_LBFGS MultiBatch_LBFGS Public

    Numerical experiments for Multi-Batch L-BFGS Algorithm

    4

Repositories

Showing 10 of 14 repositories
  • DeepBeerInventory-RL Public

    The code for the SRDQN algorithm to train an agent for the beer game problem

    Python 77 BSD-3-Clause 34 1 1 Updated Mar 24, 2023
  • EcholocationDNN Public
    Jupyter Notebook 3 BSD-3-Clause 1 0 0 Updated May 18, 2021
  • VRP-RL Public

    Reinforcement Learning for Solving the Vehicle Routing Problem

    Python 646 225 6 1 Updated May 5, 2021
  • AI-SARAH Public
    0 BSD-3-Clause 0 0 0 Updated Feb 22, 2021
  • SONIA Public
    0 BSD-3-Clause 0 0 0 Updated Feb 22, 2021
  • CCO-RL Public
    7 BSD-3-Clause 0 0 0 Updated Jun 22, 2020
  • PerformanceProfilers Public

    Code for generating performance profiles to compare algorithms

    MATLAB 7 0 0 0 Updated May 25, 2020
  • SQN Public

    Sampled Quasi-Newton Methods for Deep Learning

    Python 21 MIT 5 1 0 Updated May 21, 2020
  • DSLSR1 Public
    0 MIT 0 0 0 Updated May 12, 2020
  • DANCE Public
    1 MIT 0 0 0 Updated Mar 2, 2020
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