bramdemoor-BE / Reward-shaping-to-improve-the-performance-of-DRL-in-inventory-managementView on GitHub
Link to paper: https://www.ssrn.com/abstract=3804655
☆13Jul 27, 2021Updated 4 years ago
Alternatives and similar repositories for Reward-shaping-to-improve-the-performance-of-DRL-in-inventory-management
Users that are interested in Reward-shaping-to-improve-the-performance-of-DRL-in-inventory-management are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Nov 17, 2021Updated 4 years ago
- 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
- The code for the SRDQN algorithm to train an agent for the beer game problem☆90Mar 24, 2023Updated 3 years ago
- Data-Driven operations management - https://d3group.github.io/ddop☆17Jun 17, 2024Updated 2 years ago
- A small package for solving finite-horizon, finite-state stochastic dynamic programs☆15Apr 13, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Fast Inventory simulation and optimization☆10Feb 23, 2025Updated last year
- Supply chain management☆18Nov 6, 2021Updated 4 years ago
- ☆12Mar 21, 2024Updated 2 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…☆16Oct 4, 2020Updated 5 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- inventory simulation modules for single-echelon supply chain☆13Dec 25, 2018Updated 7 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- ☆12Nov 8, 2022Updated 3 years ago
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆105Jan 16, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Optimize E-Commerce Last-Mile Delivery with Python☆35Dec 25, 2025Updated 5 months ago
- Application of Deep Reinforcement Learning to Supply Chain management. Reference: https://blog.griddynamics.com/deep-reinforcement-learni…☆12Jul 21, 2021Updated 4 years ago
- Tutorials on how to use EAGERx☆16Aug 14, 2025Updated 10 months ago
- Reduce Warehouse Space with the Pareto Principle using Python☆22Jan 3, 2026Updated 5 months ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Oct 1, 2021Updated 4 years ago
- ☆14Aug 23, 2021Updated 4 years ago
- pytorch implementation of DQN, NAF, DDPG☆13Jun 7, 2018Updated 8 years ago
- Sequence clustering using k-means with dynamic time warping (DTW) and Damerau-Levenshtein distance as similarity measures☆20Aug 16, 2022Updated 3 years ago
- Reinforcement Learning for Optimal inventory policy☆34Oct 23, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for the paper "Functional Regularization for Reinforcement Learning via Learned Fourier Features"☆20Oct 2, 2022Updated 3 years ago
- ☆13Jul 13, 2022Updated 3 years ago
- Gurobi,GA,SA,PSO☆19Nov 18, 2019Updated 6 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 2 years ago
- ☆16Sep 25, 2018Updated 7 years ago
- Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction☆13Oct 7, 2022Updated 3 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
- package for automated sales forecasting☆20Sep 8, 2023Updated 2 years ago
- A discrete-time simulation environment for Inventory Management in Supply Networks.☆24Feb 13, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆18Nov 16, 2020Updated 5 years ago
- Online Convex Optimization algorithms in Python☆11Jan 8, 2022Updated 4 years ago
- Stationary distributions for arbitrary finite state Markov processes, including specializations for the Moran, Wright-Fisher, and other …☆22Aug 10, 2018Updated 7 years ago
- A safe and efficient autonomous driving algorithm. Winner of the 2019 DriveML Huawei Autonomous Vehicles Challenge. Built using RLLib and…☆18Jan 24, 2020Updated 6 years ago
- Forecasting of order demand in warehouses using auto-regressive integrated moving average(ARIMA).☆23Sep 16, 2020Updated 5 years ago
- Extending state-of-the-art Time Series Forecasting with Subsequence Time Series (STS) Clustering to enforce model seasonality adaptation.☆20Oct 19, 2022Updated 3 years ago
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 4 years ago