Environments other than routing - Githubissues

ai4co / rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

https://rl4.co

MIT License

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Environments other than routing #19

Closed fedebotu closed 1 year ago

fedebotu commented 1 year ago

Other environments except routing problems in TorchRL to consider

[x] DPP (Decap Placement Problem) @fedebotu
[x] ATSP (Asymmetric TSP) @fedebotu
[x] FFJS (Flexible Flow Shop Problem) @cbhua - implementation here
[ ] JSP (Job Shop Problem) @Junyoungpark

[Extra] To be decided if we have time: it would be great to add some others if time allows, such as:

Would be nice to add Wouterkool's VRP-TW
mTSP
Maybe some management problem
... and so on

The following may not be very meaningful to us:

~Knapsack problem~
~Maximum vertex covering~

fedebotu commented 1 year ago

Closing issue since most is done for environments, we just need to finish modeling although in lower priority (MatNet + something for Job Shop)