ai4co / rl4coLinks
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
☆638Updated last month
Alternatives and similar repositories for rl4co
Users that are interested in rl4co are comparing it to the libraries listed below
Sorting:
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆208Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆112Updated 2 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆164Updated 10 months ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆150Updated 6 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆336Updated this week
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆233Updated 3 years ago
- Neural Combinatorial Optimization☆65Updated 3 weeks ago
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆342Updated 2 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆181Updated 3 years ago
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆219Updated 2 months ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆151Updated 2 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆63Updated 3 years ago
- A Collection on Large Language Models for Optimization☆271Updated 9 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆74Updated 2 weeks ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆296Updated 11 months ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆245Updated last year
- ☆132Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆82Updated 2 months ago
- Official implementation of H-TSP (AAAI2023)☆52Updated 4 months ago
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆54Updated 5 months ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆497Updated 5 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 5 years ago
- Reinforcement learning approach for job shop scheduling☆277Updated last year
- Environments for OR and RL Research☆413Updated last year
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆92Updated 6 months ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆114Updated last year
- ☆18Updated last year
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆70Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆214Updated 10 months ago
- ☆49Updated 3 years ago