Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
Christian LöwensInaam AshrafAlexander GembusGenesis CuizonJonas K. FalknerLars Schmidt-ThiemePublished in: KI (2022)
Keyphrases
- precedence constraints
- reinforcement learning
- scheduling problem
- branch and bound algorithm
- precedence relations
- parallel machines
- approximation algorithms
- vertex cover
- single machine scheduling problem
- resource constrained project scheduling problem
- setup times
- maximum lateness
- global constraints
- parallel processors
- unit length
- release dates
- sequence dependent setup times
- partial order
- combinatorial optimization
- markov decision processes
- learning algorithm
- series parallel
- partially ordered sets
- partially ordered
- model free
- constraint satisfaction
- dynamic programming
- lower bound