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• Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
  2019 · 93 citations
• Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning
  2021 · 85 citations
• Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining
  2018 · 51 citations
• Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace
  2022 · 22 citations
• Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation
  2019 · 3 citations
• Bayesian Meta-reinforcement Learning for Traffic Signal Control
  2020 · 2 citations
• A Deep Value-network Based Approach for Multi-Driver Order Dispatching
  2021 · 1 citations
• Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning
  2022 · 1 citations
• Reinforcement Learning for Ridesharing: An Extended Survey
  2021
• Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems
  2023