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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
• Optimizing Online Matching for Ride-Sourcing Services with Multi-Agent Deep Reinforcement Learning
  2019 · 30 citations
• Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control
  2020 · 19 citations
• Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning
  2020 · 14 citations
• Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss
  2020 · 5 citations
• Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning
  2019 · 4 citations
• On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game