frenkowski / SCIMAI-GymLinks
A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.
☆98Updated last year
Alternatives and similar repositories for SCIMAI-Gym
Users that are interested in SCIMAI-Gym are comparing it to the libraries listed below
Sorting:
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆44Updated 2 years ago
- Reinforcement Learning for Optimal inventory policy☆33Updated 3 years ago
- ☆11Updated 4 years ago
- Code for paper publication: Deep reinforcement learning-based solution for a multi-objective online order batching problem☆14Updated 3 years ago
- Implementation of inventory control policy parameters computation algorithms☆19Updated 3 years ago
- ☆20Updated 3 years ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Updated 6 years ago
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆15Updated 2 years ago
- ☆14Updated last year
- Order Fulfillment by Multi-Agent Reinforcement Learning☆25Updated last year
- Supply chain management☆19Updated 3 years ago
- Link to paper: https://www.ssrn.com/abstract=3804655☆14Updated 4 years ago
- The code for the SRDQN algorithm to train an agent for the beer game problem☆82Updated 2 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆52Updated 5 years ago
- Reinforcement Learning for Supply Chain Optimization☆14Updated 5 years ago
- Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"☆16Updated 11 months ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆97Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆114Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆114Updated last year
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 5 years ago
- Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing☆70Updated 2 years ago
- Multi-Depot Vehicle Routing Problem solver using Deep RL, GA and Google OR-Tools☆77Updated 4 years ago
- This library provides a comprehensive suite of algorithms to solve the Travelling Salesman Problem (TSP), ranging from Exact Algorithms, …☆125Updated 2 months ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆155Updated 2 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆53Updated 4 years ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆249Updated 2 years ago
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆36Updated 5 years ago
- ☆56Updated 2 years ago
- ☆31Updated 3 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆73Updated 4 years ago