OptMLGroup / DeepBeerInventory-RL
The code for the SRDQN algorithm to train an agent for the beer game problem
☆77Updated 2 years ago
Alternatives and similar repositories for DeepBeerInventory-RL:
Users that are interested in DeepBeerInventory-RL are comparing it to the libraries listed below
- ☆19Updated 3 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆33Updated 2 years ago
- An OpenAI Gym environment for Inventory Control problems☆55Updated 5 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆84Updated 3 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆23Updated last year
- Environments for OR and RL Research☆405Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆88Updated last year
- ☆15Updated last year
- ☆31Updated 2 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆174Updated 3 years ago
- Paper list for constrained policy optimization in reinforcement learning.☆71Updated last year
- ☆35Updated 5 years ago
- Personal experiments on Reinforcement Learning☆114Updated 3 years ago
- ☆18Updated 6 months ago
- Collection of OpenAI parametrized action-space environments.☆64Updated last month
- Code for paper publication: Deep reinforcement learning-based solution for a multi-objective online order batching problem☆13Updated 3 years ago
- RLlib tutorials☆65Updated 3 years ago
- Beer Game implemented as an OpenAI gym environment.☆14Updated 5 years ago
- A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution ne…☆153Updated 5 months ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Updated 6 years ago
- ☆106Updated 4 years ago
- Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems☆116Updated 2 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆166Updated last year
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆93Updated 4 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆135Updated 11 months ago
- This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled …☆118Updated 5 months ago
- Practical tutorial on RLlib for deep hierarchical multi-agent reinforcement learning☆64Updated 2 years ago
- This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).☆242Updated 2 weeks ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆143Updated 2 years ago