Data-Driven Simulation of Ride-Hailing Services Using Imitation and Reinforcement Learning.
Haritha JayasingheTarindu JayatilakaRavin GunawardenaUthayasanker ThayasivamPublished in: IEA/AIE (1) (2021)
Keyphrases
- reinforcement learning
- data driven
- function approximation
- service providers
- service oriented
- web services
- simulation environment
- reinforcement learning algorithms
- end users
- simulation model
- robocup soccer
- state space
- dynamic programming
- learning algorithm
- neural network
- reward function
- mobile services
- real robot
- markov decision processes
- context aware
- mobile applications
- location information
- model driven
- location aware
- service delivery
- reinforcement learning methods
- machine learning