kishorkukreja / SupplyChainv0_gymView external linksLinks
Reinforcement Learning for Optimal inventory policy
☆34Oct 23, 2021Updated 4 years ago
Alternatives and similar repositories for SupplyChainv0_gym
Users that are interested in SupplyChainv0_gym are comparing it to the libraries listed below
Sorting:
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆18Jun 25, 2024Updated last year
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆103Jan 16, 2024Updated 2 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆60Nov 8, 2022Updated 3 years ago
- Supply chain management☆20Nov 6, 2021Updated 4 years ago
- A discrete-time simulation environment for Inventory Management in Supply Networks.☆24Feb 13, 2023Updated 3 years ago
- inventory simulation modules for single-echelon supply chain☆13Dec 25, 2018Updated 7 years ago
- ☆14Aug 23, 2021Updated 4 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…☆26Nov 18, 2021Updated 4 years ago
- Link to paper: https://www.ssrn.com/abstract=3804655☆13Jul 27, 2021Updated 4 years ago
- ☆14Nov 17, 2023Updated 2 years ago
- package for automated sales forecasting☆20Sep 8, 2023Updated 2 years ago
- 2021 - Github companion to "Demand Prediction in Retail: A Practical Guide to Leverage Data and Predictive Analytics" (Springer Series in…☆37Jul 3, 2021Updated 4 years ago
- An OpenAI Gym environment for Inventory Control problems☆57Mar 26, 2020Updated 5 years ago
- Code for "Using Embeddings to Correct for Unobserved Confounding"☆10May 31, 2019Updated 6 years ago
- Code accompanying our ICML 2020 paper on choice set optimization in group decision-making.☆11Jun 27, 2020Updated 5 years ago
- Machine Learning models using a Bayesian approach and often PyMC3☆25Jan 21, 2021Updated 5 years ago
- Profit-driven demand forecasting with gradient boosted trees☆11Mar 28, 2023Updated 2 years ago
- Forecast of aircraft parts failures and optimization of spare parts stock management.☆10May 14, 2023Updated 2 years ago
- A generalized experience replay buffer for reinforcement learning☆10Apr 4, 2025Updated 10 months ago
- Demand Forecasting is the process in which historical sales data is used to develop an estimate of an expected forecast of customer deman…☆12Jul 13, 2020Updated 5 years ago
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆44Feb 15, 2021Updated 5 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆15Jul 26, 2023Updated 2 years ago
- Environments for OR and RL Research☆12Mar 1, 2022Updated 3 years ago
- Online Convex Optimization algorithms in Python☆12Jan 8, 2022Updated 4 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Oct 1, 2021Updated 4 years ago
- Deep Q-Learning Auto Market Maker☆12Jun 12, 2021Updated 4 years ago
- ☆14Jul 13, 2022Updated 3 years ago
- MATLAB code to produce results and figures in the paper "Stochastic Optimal Control of Pairs Trading Strategies with Absolute and Relativ…☆15Jun 1, 2018Updated 7 years ago
- Momentum following strategies and optimal execution cost upon Implement Shortfall algorithm☆16May 2, 2019Updated 6 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆14Jul 21, 2023Updated 2 years ago
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆16May 5, 2023Updated 2 years ago
- Reduce Warehouse Space with the Pareto Principle using Python☆20Jan 3, 2026Updated last month
- Environments for OR and RL Research☆433Oct 12, 2023Updated 2 years ago
- Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"☆20Sep 1, 2021Updated 4 years ago
- Package for building Market Segmentation Trees, Choice Model Trees, and Isotonic Regression Trees☆17Apr 21, 2023Updated 2 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Apr 13, 2023Updated 2 years ago
- Discrete-event simulation of inventories in Python via SimPy☆17Nov 13, 2020Updated 5 years ago
- Time Series Forecasting for the M5 Competition☆40Oct 29, 2021Updated 4 years ago
- Code associated with paper: Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models, Chernozhuk…☆16Feb 3, 2021Updated 5 years ago