hubbs5 / or-gym
Environments for OR and RL Research
☆405Updated last year
Alternatives and similar repositories for or-gym:
Users that are interested in or-gym are comparing it to the libraries listed below
- Multi-objective Gymnasium environments for reinforcement learning☆315Updated last month
- The code for the SRDQN algorithm to train an agent for the beer game problem☆77Updated 2 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆189Updated 4 years ago
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆203Updated last year
- Extensible Combinatorial Optimization Learning Environments☆339Updated 2 years ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆368Updated 4 months ago
- Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" publi…☆228Updated 4 years ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆554Updated last week
- An OpenAI Gym environment for Inventory Control problems☆55Updated 5 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆591Updated 6 months ago
- Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms☆152Updated last year
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆789Updated this week
- Multi-Objective Reinforcement Learning☆266Updated 3 years ago
- A collection of multi agent environments based on OpenAI gym.☆598Updated 9 months ago
- A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution ne…☆154Updated 5 months ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆731Updated 2 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆84Updated 3 years ago
- Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)☆482Updated 8 months ago
- ☆185Updated 3 years ago
- ☆13Updated last year
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆480Updated 4 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- Mean Field Multi-Agent Reinforcement Learning☆392Updated 5 years ago
- Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems☆116Updated 2 years ago
- Reinforcement learning approach for job shop scheduling☆262Updated last year
- PyTorch implementation of SAC-Discrete.☆301Updated 8 months ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆174Updated 3 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆525Updated last year
- multi-agent deep reinforcement learning for networked system control.☆405Updated 4 years ago
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆324Updated 2 years ago