{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/attention-learn-to-solve-routing-problems","title":"Attention, Learn to Solve Routing Problems!","arxiv_id":"1803.08475","date":"2018-03-22","proceeding":"ICLR 2019 5","authors":["Wouter Kool","Herke van Hoof","Max Welling"],"abstract":"The recently presented idea to learn heuristics for combinatorial\noptimization problems is promising as it can save costly development. However,\nto push this idea towards practical implementation, we need better models and\nbetter ways of training. 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