Concepedia

Real-world ride-hailing vehicle repositioning using deep reinforcement learning

Yan Jiao, Xiaocheng Tang, Zhiwei Qin, Shuaiji Li, Fan Zhang, Hongtu Zhu, Jieping Ye

Transportation Research Part C Emerging Technologies · 2021 · 94 citations · 29 references

Concepts

ComputingAutonomous SystemsComputer ScienceArtificial IntelligenceAutonomous VehiclesMachine LearningDeep LearningPolicy LearningReinforcement LearningReward DesignRide DynamicsTrajectory PredictionDeep Reinforcement LearningDeep Reinforcement Learning For NavigationLearning-based Trajectory GenerationReinforcement Learning TheoryRide-hailing Platforms

References

29

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

Reinforcement Learning: An Introduction

Jeffrey D. Johnson, Jinghong Li, Zengshi Chen · Neurocomputing · 2000 · 8.7K citations

Computing, Behavioral Sciences, Computer Science +12

Effective Approaches to Attention-based Neural Machine Translation

Thang Luong, Hieu Pham, Christopher D. Manning · 2015 · 8.6K citations · Full text

Computing, Computer Science, Natural Language Processing +7

Finite-time Analysis of the Multiarmed Bandit Problem

Peter Auer, Nicolò Cesa‐Bianchi, Paul Fischer · Machine Learning · 2002 · 5.8K citations · Full text

Natural Sciences, Mathematics, Markov Decision Processes +13

Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning

Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations

Business, Mathematics, Machine Learning +15