Deep Reinforcement Learning for Order Dispatching in Ridehailing

Organisatsiooni nimi
Bolt
Kokkuvõte
Finding the best driver for every order is one of the most crucial problems in ridehailing. However, real-life constraints make it almost impossible to solve this problem to optimality. One has to consider reliability and latency requirements as well as multiple business objectives when finding the optimal dispatching policy. In this project you will implement various deep learning architectures and evaluate their performance for multiobjective dispatching optimization task.
Lõputöö kaitsmise aasta
2022-2023
Juhendaja
Anatolii Prokhorchuk
Suhtlemiskeel(ed)
inglise keel
Nõuded kandideerijale
Tase
Magister
Märksõnad

Kandideerimise kontakt

 
Nimi
Anatolii Prokhorchuk
Tel
E-mail
anatolii.prokhorchuk@bolt.eu