Piotr Sielski

Reinforcement learning for initializing genetic algorithms in vehicle routing

Abstract Vehicle routing problems (VRP) are an extension of the Traveling Salesperson Problem and are a fundamental NP-hard challenge in combinatorial optimization. Solving VRP in real-time at large scale has become critical in numerous applications, from growing markets like las...