ds4dm / ml4co-competition

Related projects: ⓘ

• pg2455 / Hybrid-learn2branch
  Hybrid Models for Learning to Branch (NeurIPS 2020)
  ☆44Updated 3 years ago
• ds4dm / ecole
  Extensible Combinatorial Optimization Learning Environments
  ☆319Updated last year
• ds4dm / learn2branch
  Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
  ☆342Updated 2 years ago
• chaitjo / learning-tsp
  Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
  ☆202Updated 3 years ago
• lyeskhalil / mipGNN
  ☆21Updated 3 years ago
• ds4dm / learn2branch-ecole
  Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
  ☆31Updated 3 weeks ago
• Edward-Sun / DIFUSCO
  Code of NeurIPS paper: arxiv.org/abs/2302.08224
  ☆147Updated last week
• google-deepmind / neural_lns
  ☆39Updated 2 years ago
• ds4dm / branch-search-trees
  Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
  ☆65Updated 3 years ago
• tomdbar / eco-dqn
  Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".
  ☆79Updated 3 years ago
• google-research / tf-opt
  ☆37Updated last month
• sribdcn / Predict-and-Search_MILP_method
  Predict and search framework for MilP
  ☆37Updated last year
• qcappart / hybrid-cp-rl-solver
  Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
  ☆177Updated 4 years ago
• awslabs / or-rl-benchmarks
  The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'
  ☆81Updated 3 years ago
• lascavana / rl2branch
  ☆15Updated 2 years ago
• facebookresearch / neural-rewriter
  Learning to Perform Local Rewriting for Combinatorial Optimization
  ☆148Updated 4 years ago
• orrivlin / MinimumVertexCover_DRL
  Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL
  ☆74Updated 5 years ago
• mit-wu-lab / learning-to-delegate
  [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
  ☆75Updated 2 years ago
• cpwan / RLOR
  Reinforcement learning for operation research problems with OpenAI Gym and CleanRL
  ☆72Updated last year
• Thinklab-SJTU / PPO-BiHyb
  Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".
  ☆93Updated last year
• yunzhuangshen / PB-DFS
  ☆12Updated 3 years ago
• Wenbo11 / learntocut
  Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'
  ☆35Updated 5 years ago
• xbresson / TSP_Transformer
  Code for TSP Transformer
  ☆164Updated 3 years ago
• liujl11git / GNN-MILP
  [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…
  ☆32Updated last year
• nsidn98 / NICE
  Combining Reinforcement Learning with Integer Programming for Robust Scheduling
  ☆25Updated 7 months ago
• wouterkool / dpdp
  DPDP
  ☆91Updated last year
• WXY1427 / Learn-LNS-policy
  ☆29Updated 2 years ago
• DIMESTeam / DIMES
  ☆38Updated 2 months ago
• qiang-ma / graph-pointer-network
  ☆151Updated 4 years ago
• Stalence / erdos_neu
  Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"
  ☆42Updated 2 years ago