10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 10 cited
Learning to Solve Vehicle Routing Problems: A Survey
Aigerim Bogyrbayeva, Meraryslan Meraliyev, Taukekhan Mustakhov +1
This paper provides a systematic overview of machine learning methods applied to solve NP-hard Vehicle Routing Problems (VRPs). Recently, there has been a great interest from both…
cs.LG2020
A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems
Aigerim Bogyrbayeva, Sungwook Jang, Ankit Shah +2
This paper proposes a reinforcement learning approach for nightly offline rebalancing operations in free-floating electric vehicle sharing systems (FFEVSS). Due to sparse demand in…