hubbs5 / or-gymLinks
Environments for OR and RL Research
☆413Updated last year
Alternatives and similar repositories for or-gym
Users that are interested in or-gym are comparing it to the libraries listed below
Sorting:
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 5 years ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆638Updated last month
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆219Updated 2 months ago
- Extensible Combinatorial Optimization Learning Environments☆348Updated 3 months ago
- Reinforcement learning approach for job shop scheduling☆277Updated last year
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆497Updated 5 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆676Updated 4 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆85Updated 4 years ago
- The code for the SRDQN algorithm to train an agent for the beer game problem☆80Updated 2 years ago
- ☆13Updated 2 years ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆413Updated 2 weeks ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆112Updated 2 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆336Updated last month
- Multi-Objective Reinforcement Learning☆282Updated 4 years ago
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆342Updated 2 years ago
- Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems☆124Updated 3 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆233Updated 3 years ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆95Updated 4 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆181Updated 3 years ago
- Personal experiments on Reinforcement Learning☆116Updated 4 years ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆586Updated 7 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆40Updated 6 years ago
- Ray RLlib tutorial material☆119Updated 3 years ago
- ☆108Updated 5 years ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆150Updated 6 months ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆152Updated 2 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆382Updated 3 years ago
- A Python library for implementing and testing algorithm for Job-Shop Scheduling problem.☆28Updated last year