A Better Match for Drivers and Riders: Reinforcement Learning at Lyft.
Xabi AzagirreAkshay BalwallyGuillaume CandeliNicholas ChamandyBenjamin HanAlona KingHyungjun LeeMartin LoncaricSébastien MartinVijay NarasimanZhiwei QinBaptiste RichardSara SmootSean TaylorGarrett J. van RyzinDi WuFei YuAlex ZamoshchinPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- function approximation
- machine learning
- multi agent
- model free
- learning algorithm
- reinforcement learning algorithms
- real time
- state space
- transfer learning
- markov decision processes
- policy search
- action space
- robot control
- key factors
- temporal difference
- optimal control
- dynamic programming
- learning process
- search engine
- artificial intelligence
- neural network