mangushev / inventory_management
Supply chain management
☆13Updated 3 years ago
Alternatives and similar repositories for inventory_management:
Users that are interested in inventory_management are comparing it to the libraries listed below
- ☆10Updated 3 years ago
- Integration of DNN framework with Stochastic Multi-echelon Inventory Optimization (SMEIO)☆7Updated 4 years ago
- inventory simulation modules for single-echelon supply chain☆13Updated 6 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆16Updated 6 years ago
- Reinforcement Learning for Optimal inventory policy☆26Updated 3 years ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆14Updated 10 months ago
- Fast Inventory simulation and optimization☆9Updated 2 months ago
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆88Updated last year
- Link to paper: https://www.ssrn.com/abstract=3804655☆12Updated 3 years ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Updated 6 years ago
- Implementation of inventory control policy parameters computation algorithms☆18Updated 3 years ago
- ☆26Updated 4 years ago
- ☆15Updated last year
- Reinforcement Learning for Supply Chain Optimization☆14Updated 5 years ago
- ☆9Updated last year
- MIE424 Group Project: smart_predict_optimize☆14Updated 3 years ago
- Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"☆19Updated 3 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆33Updated 2 years ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Updated 9 months ago
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆15Updated last year
- ☆26Updated 4 years ago
- Data-Driven operations management - https://d3group.github.io/ddop☆16Updated 10 months ago
- Code accompanying paper titled "Optimizing Revenue over Data-driven Assortments" (2021)☆24Updated 3 years ago
- An analysis, with a focus on demand forecasting, of transactional data associated with over 2.5 million customers and 31,868 SKUs over th…☆15Updated 4 years ago
- Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization☆33Updated 11 months ago
- Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"☆16Updated 7 months ago
- Deep Reinforcement Learning based Real-time Renewable Energy Bidding with Battery Control☆12Updated 9 months ago
- 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…☆23Updated 4 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆19Updated 3 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆23Updated last year