Alternatives and similar repositories for rl4co

Users that are interested in rl4co are comparing it to the libraries listed below

• yd-kwon / POMO
  codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"
  ☆232Updated 3 years ago
• ai4co / awesome-fm4co
  Recent research papers about Foundation Models for Combinatorial Optimization
  ☆441Updated last week
• cpwan / RLOR
  Reinforcement learning for operation research problems with OpenAI Gym and CleanRL
  ☆123Updated 2 years ago
• henry-yeh / DeepACO
  [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
  ☆179Updated last year
• ai-for-decision-making-tue / Job_Shop_Scheduling_Benchmark_Environments_and_Instances
  A benchmarking repo with various solution methods to various machine scheduling problems
  ☆168Updated 11 months ago
• prosysscience / JSSEnv
  An OpenAi Gym environment for the Job Shop Scheduling problem.
  ☆234Updated 7 months ago
• zcaicaros / L2D
  Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"
  ☆365Updated 3 years ago
• chaitjo / learning-tsp
  Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
  ☆239Updated 4 years ago
• jingwenli0312 / HCVRP_DRL
  This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"
  ☆161Updated 3 years ago
• Xi-L / PMOCO
  Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization
  ☆68Updated 3 years ago
• mveres01 / pytorch-drl4vrp
  Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…
  ☆522Updated 5 years ago
• ai4co / routefinder
  [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems
  ☆103Updated last month
• Rintarooo / TSP_DRL_PtrNet
  "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver
  ☆188Updated 4 years ago
• Lei-Kun / DRL-and-graph-neural-network-for-routing-problems
  This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'
  ☆265Updated 2 years ago
• henry-yeh / GLOP
  [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
  ☆99Updated 11 months ago
• prosysscience / RL-Job-Shop-Scheduling
  Reinforcement learning approach for job shop scheduling
  ☆295Updated 2 years ago
• FeiLiu36 / LLM4AlgorithmDesign
  A Collection on Large Language Models for Optimization
  ☆324Updated this week
• hubbs5 / or-gym
  Environments for OR and RL Research
  ☆429Updated 2 years ago
• zcaicaros / L2S
  Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"
  ☆61Updated 10 months ago
• wouterkool / attention-learn-to-route
  Attention based model for learning to solve different routing problems
  ☆1,320Updated last year
• qcappart / hybrid-cp-rl-solver
  Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
  ☆201Updated 5 years ago
• Spider-scnu / TSP
  ☆134Updated 3 years ago
• dongjinkun / COPZoo
  Neural Combinatorial Optimization
  ☆85Updated last month
• Rintarooo / VRP_DRL_MHA
  "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver
  ☆200Updated 4 years ago
• ai4co / reevo
  [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
  ☆238Updated last month
• CIAM-Group / NCO_code
  L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
  ☆90Updated 7 months ago
• Learning4Optimization-HUST / H-TSP
  Official implementation of H-TSP (AAAI2023)
  ☆56Updated 9 months ago
• songwenas12 / fjsp-drl
  ☆315Updated 2 years ago
• yimengmin / UTSP
  code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem
  ☆58Updated last year
• yd-kwon / MatNet
  codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"
  ☆74Updated 4 years ago