qcappart / hybrid-cp-rl-solverLinks
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
☆201Updated 5 years ago
Alternatives and similar repositories for hybrid-cp-rl-solver
Users that are interested in hybrid-cp-rl-solver are comparing it to the libraries listed below
Sorting:
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆188Updated 4 years ago
- ☆163Updated 5 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆120Updated 2 years ago
- ☆109Updated 5 years ago
- ☆134Updated 3 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆58Updated 5 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆117Updated last year
- A benchmarking repo with various solution methods to various machine scheduling problems☆164Updated 10 months ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆101Updated 3 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆161Updated 3 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆227Updated 3 years ago
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆361Updated 3 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆239Updated 4 years ago
- ☆51Updated 3 years ago
- Official Schlably Repository by the Institute for TMDT☆93Updated 2 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆96Updated 4 years ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆265Updated 2 years ago
- ☆54Updated 4 years ago
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆232Updated 6 months ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆153Updated 5 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Updated 5 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Updated 4 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆396Updated 3 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆41Updated 6 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 5 years ago
- DPDP☆104Updated 2 years ago
- A Gymnasium Environment for the Job Shop Problem Using the Disjunctive Graph Approach.☆26Updated 4 months ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- ☆50Updated 3 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆74Updated 3 years ago