transentis / beergame
Simulations and Jupyter Notebooks that provide an in depth analysis of the Beer Distribution Game. Advanced illustration of using BPTK to train autonomous agents to play the game, using a reinforcement learning approach.
☆22Updated 2 years ago
Alternatives and similar repositories for beergame:
Users that are interested in beergame are comparing it to the libraries listed below
- Tutorial for BPTK-Py, the Python simulation engine for System Dynamics & Agent based models.☆63Updated last week
- A Python package for job-shop modeling☆20Updated last year
- Robust Supply Chain Network with Monte Carlo Simulation☆29Updated last month
- inventory simulation modules for single-echelon supply chain☆13Updated 6 years ago
- A Python Package for Adversarial Optimization☆18Updated last year
- A Python library to design & optimize Supply Chains☆24Updated 4 years ago
- ☆67Updated 6 years ago
- ☆46Updated 4 years ago
- ☆21Updated this week
- State space and deep generative models for time series.☆53Updated last year
- Fast Inventory simulation and optimization☆9Updated last month
- ☆137Updated 8 months ago
- Resources for the Energy System Modelling course by Tom Brown at Karlsruhe Institute of Technology (2020).☆47Updated 2 years ago
- Examples on numerical optimization☆66Updated 3 months ago
- A Python library dedicated to Inventory Analytics☆21Updated last month
- Environments for OR and RL Research☆11Updated 3 years ago
- Generate input data for scenario framework☆21Updated last year
- This repo contains my ongoing systems thinking project: a Python simulator for the popular "Beer Distribution Game", which was developed …☆17Updated 8 years ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆54Updated 10 months ago
- A Python package for AMPL/GMPL datafile parsing☆16Updated 9 months ago
- Process Mining (ProM) in Python☆46Updated 7 years ago
- A repository of Pyomo examples.☆361Updated last year
- AMPL Model Colaboratory☆21Updated this week
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆14Updated 9 months ago
- Reinforcement Learning for Optimal inventory policy☆25Updated 3 years ago
- Modeling robust optimization problems in Pyomo☆82Updated 2 years ago
- My solutions for discrete optimization course on Coursera☆46Updated 5 years ago
- Python API for AMPL☆79Updated last week
- A predictive model to help Uber drivers make more money☆56Updated 7 years ago
- Explainable Constraint Solving - A Hands-On Tutorial☆16Updated 3 weeks ago