The code for the SRDQN algorithm to train an agent for the beer game problem
☆91Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for DeepBeerInventory-RL
Users that are interested in DeepBeerInventory-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Beer Game implemented as an OpenAI gym environment.☆17Aug 4, 2019Updated 7 years ago
- ☆10Aug 16, 2023Updated 3 years ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆19Jun 25, 2024Updated 2 years ago
- Link to paper: https://www.ssrn.com/abstract=3804655☆14Jul 27, 2021Updated 5 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆67Nov 8, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A discrete-time simulation environment for Inventory Management in Supply Networks.☆24Feb 13, 2023Updated 3 years ago
- ☆49Apr 16, 2024Updated 2 years ago
- Simulations and Jupyter Notebooks that provide an in depth analysis of the Beer Distribution Game. Advanced illustration of using BPTK to…☆24Mar 1, 2023Updated 3 years ago
- Environments for OR and RL Research☆455Oct 12, 2023Updated 2 years ago
- Package for building Market Segmentation Trees, Choice Model Trees, and Isotonic Regression Trees☆16Apr 21, 2023Updated 3 years ago
- ☆15Aug 23, 2021Updated 5 years ago
- This repo contains my ongoing systems thinking project: a Python simulator for the popular "Beer Distribution Game", which was developed …☆19Apr 15, 2016Updated 10 years ago
- ☆27Sep 30, 2020Updated 6 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆19Feb 2, 2019Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Environments for OR and RL Research☆12Mar 1, 2022Updated 4 years ago
- Data-Driven operations management - https://d3group.github.io/ddop☆18Jun 17, 2024Updated 2 years ago
- Prioritized Sequence Experience Replay☆10Aug 16, 2021Updated 5 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆23Nov 5, 2021Updated 4 years ago
- Lipschitz Lifelong RL☆11Nov 6, 2020Updated 5 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆83May 27, 2021Updated 5 years ago
- Python inventory optimization and simulation tools.☆181Jun 10, 2026Updated 4 months ago
- Fast Inventory simulation and optimization☆10Feb 23, 2025Updated last year
- Implement inventory management rules based on a periodic review policy☆15Sep 23, 2026Updated 2 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Reinforcement Learning for Supply Chain Optimization☆15Feb 3, 2020Updated 6 years ago
- An OpenAI Gym environment for Inventory Control problems☆58Mar 26, 2020Updated 6 years ago
- Home of the Robot Common Sense Embedding☆10Sep 18, 2021Updated 5 years ago
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆15May 5, 2023Updated 3 years ago
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- This repository contains codes for paper: Generalized Linear Bandits with Local Differential Privacy by Yuxuan Han, Zhipeng Liang, Yang W…☆16Apr 25, 2026Updated 5 months ago
- ☆14Sep 17, 2026Updated 3 weeks ago
- Tutorial for BPTK-Py, the Python simulation engine for System Dynamics & Agent based models.☆73Aug 28, 2026Updated last month
- Deep RL for portfolio management☆13Aug 31, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official Code Release for Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games☆58Aug 30, 2024Updated 2 years ago
- Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.☆10Jul 7, 2022Updated 4 years ago
- multi-echelon inventory optimization with SimPy, SciPy, sklearn, and RBFOpt☆93Feb 1, 2019Updated 7 years ago
- ☆10Dec 21, 2020Updated 5 years ago
- Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"☆19Sep 1, 2021Updated 5 years ago
- ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.☆14Feb 8, 2022Updated 4 years ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆13Aug 13, 2022Updated 4 years ago