stefan-lopez / supply_chain_reinforcement_learningLinks
A framework for building and training a reinforcement learning agent to run a mini supply chain
☆15Updated 2 years ago
Alternatives and similar repositories for supply_chain_reinforcement_learning
Users that are interested in supply_chain_reinforcement_learning are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning for Supply Chain Optimization☆14Updated 5 years ago
- Code for paper publication: Deep reinforcement learning-based solution for a multi-objective online order batching problem☆14Updated 3 years ago
- ☆10Updated 3 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆40Updated 2 years ago
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆91Updated last year
- This work explains how OR and ML in tandem can help us making a cost efficient decisions. I have used a Supply Chain Network Design use c…☆24Updated 4 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆16Updated 6 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆60Updated 5 years ago
- 运筹OR帷幄 强化学习学习小组☆24Updated 4 years ago
- Implementation of inventory control policy parameters computation algorithms☆19Updated 3 years ago
- Evolutionary Algorithm (EA) for the Multi-Objective Multi-Commodity Two-Echelon Vehicle Routing Problem (M2-2E-VRP) with Heterogeneous Fl…☆23Updated 7 years ago
- The goal of the project was to design the logistic model of autonomous robots that would supply garment parts from the Cutting Dept to th…☆26Updated 3 years ago
- Reinforcement Learning for Optimal inventory policy☆29Updated 3 years ago
- Application of Deep Reinforcement Learning to Supply Chain management. Reference: https://blog.griddynamics.com/deep-reinforcement-learni…☆11Updated 3 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50Updated 5 years ago
- Problem Statement A smart city needs smart mobility, and to achieve this objective, the travel should be made convenient through sustain…☆19Updated 6 years ago
- An approach to using reinforcement learning techniques to optimize manufacturing processes.☆14Updated 5 years ago
- Solving a Capacitated Vehicle Routing Problem with time windows constraints (CVRPTW) with Mixed Integer Linear Programming (MILP) in pyt…☆88Updated 4 years ago
- inventory simulation modules for single-echelon supply chain☆13Updated 6 years ago
- Compromising productivity in exchange for energy-saving does not appeal to highly capitalized manufacturing industries. However, we might…☆15Updated 4 years ago
- Energy-optimal Routing for Electric Vehicles using Deep Reinforcement Learning with Transformer☆27Updated last year
- Tabu Search heuristic for Travelling Salesperson Problems with Profits☆11Updated 6 years ago
- Solving Resource Allocation problems with Mixed-Integer Linear Programming in Python☆31Updated 6 years ago
- Pickup-and-Delivery Problems (PDPs) constitute an important family of routing problems in which goods or passengers have to be transporte…☆27Updated 5 years ago
- This repository contains the code associated with the paper "Stochastic Optimization for Material Requirements Planning" currently under …☆19Updated 4 years ago
- TS_SPMA: The Tabu Search algorithm for simultaneous scheduling problem of machines and AGVs.☆13Updated 4 years ago
- Multi-Depot Vehicle Routing Problem solver using Deep RL, GA and Google OR-Tools☆73Updated 4 years ago
- An accelerated Bender's decomposition approach to solve a two-stage stochastic model of a formulate a capacitated facility location probl…☆12Updated 4 years ago
- Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL w…☆48Updated 5 years ago
- Generate Supply Chain Network with NetworkX package and simulate by using SimPy☆18Updated 3 years ago