Search Results for author: Aigerim Bogyrbayeva

Found 4 papers, 2 papers with code

Learning to Solve Vehicle Routing Problems: A Survey

no code implementations5 May 2022 Aigerim Bogyrbayeva, Meraryslan Meraliyev, Taukekhan Mustakhov, Bissenbay Dauletbayev

This paper provides a systematic overview of machine learning methods applied to solve NP-hard Vehicle Routing Problems (VRPs).

BIG-bench Machine Learning

A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems

1 code implementation5 Oct 2020 Aigerim Bogyrbayeva, Sungwook Jang, Ankit Shah, Young Jae Jang, Changhyun Kwon

This paper proposes a reinforcement learning approach for nightly offline rebalancing operations in free-floating electric vehicle sharing systems (FFEVSS).

reinforcement-learning

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