Optimization and Machine Learning Group @ Lehigh (OptMLGroup)

Optimization and Machine Learning Group @ Lehigh

OptMLGroup

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Location:Lehigh University

Home Page:optml.lehigh.edu

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Optimization and Machine Learning Group @ Lehigh's repositories

VRP-RL

Reinforcement Learning for Solving the Vehicle Routing Problem

DeepBeerInventory-RL

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

Language:PythonLicense:BSD-3-ClauseStargazers:78Issues:4Issues:1

SQN

Sampled Quasi-Newton Methods for Deep Learning

Language:PythonLicense:MITStargazers:21Issues:6Issues:1
License:BSD-3-ClauseStargazers:8Issues:5Issues:0

PerformanceProfilers

Code for generating performance profiles to compare algorithms

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MultiBatch_LBFGS

Numerical experiments for Multi-Batch L-BFGS Algorithm

License:MITStargazers:4Issues:5Issues:0
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Language:Jupyter NotebookLicense:BSD-3-ClauseStargazers:2Issues:4Issues:0
License:MITStargazers:1Issues:4Issues:0
License:MITStargazers:0Issues:4Issues:0

MultiAgentRL

Simulation of Multiple Agent in ROS

Language:CMakeLicense:MITStargazers:0Issues:4Issues:0
License:BSD-3-ClauseStargazers:0Issues:4Issues:0
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Language:PythonStargazers:0Issues:4Issues:0