paulhendricks / gym-inventory
An OpenAI Gym environment for Inventory Control problems
☆55Updated 5 years ago
Alternatives and similar repositories for gym-inventory:
Users that are interested in gym-inventory are comparing it to the libraries listed below
- The code for the SRDQN algorithm to train an agent for the beer game problem☆77Updated 2 years ago
- Environments for OR and RL Research☆405Updated last year
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆84Updated 3 years ago
- ☆26Updated 4 years ago
- Personal experiments on Reinforcement Learning☆115Updated 4 years ago
- RLlib tutorials☆65Updated 3 years ago
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆88Updated last year
- Illustrated Examples from Sutton and Barto☆36Updated last year
- Colab notebooks part of the documentation of Stable Baselines reinforcement learning library☆223Updated 3 months ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Updated 6 years ago
- ☆19Updated 3 years ago
- Reinforcement Learning for Optimal inventory policy☆26Updated 3 years ago
- Combining Deep RL and SimPy models of hospital systems☆44Updated 4 years ago
- ☆39Updated last month
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆34Updated 2 years ago
- Ray RLlib tutorial material☆117Updated 3 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆94Updated 2 years ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆90Updated 4 years ago
- Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"☆57Updated 5 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- Mastering Reinforcement Learning with Python, published by Packt☆157Updated 2 years ago
- My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.☆37Updated 2 years ago
- Combining Evolutionary Algorithms and deep Reinforcement Learning☆16Updated 6 years ago
- Practical tutorial on RLlib for deep hierarchical multi-agent reinforcement learning☆64Updated 2 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆123Updated 4 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆208Updated 5 years ago
- 📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️☆52Updated last year
- A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution ne…☆156Updated 5 months ago
- Industrial Benchmark☆128Updated last year
- Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning☆38Updated 2 years ago