Optimization and Machine Learning Group @ Lehigh

All

14 repositories

DeepBeerInventory-RL
Public
The code for the SRDQN algorithm to train an agent for the beer game problem
data-science machine-learning reinforcement-learning deep-reinforcement-learning rl inventory-management inventory-control supply-chain-management inventory-optimization paper
Python
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BSD 3-Clause "New" or "Revised" License
•32•76•1•1•Updated Mar 24, 2023Mar 24, 2023
EcholocationDNN
Public
Jupyter Notebook
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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
•217•603•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•6•0•0•Updated May 25, 2020May 25, 2020
SQN
Public
Sampled Quasi-Newton Methods for Deep Learning
Python
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MIT License
•5•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
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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