Hierarchical Reinforcement Learning for Combinatorial Optimization

Solve combinatorial optimization problem with hierarchical reinforcement learning (RL) approach.

Pointer-Net-Reproduce

Reproduce the result of pointer network.

See Pointer-Net-Reproduce.ipynb

HRL-for-constrained-TSP

Solve TSP with constraints by hierarchical RL framework. The implemtation is based on pointer networks.

See GPN.ipynb, GPN_TSPTW.ipynb

TBD

Full code will be released soon.

Example