Optimal scheduling of shared autonomous electric vehicles with multi-agent reinforcement learning: A MAPPO-based approach

High-Dimensional Continuous Control Using Generalized Advantage Estimation

John Schulman, Philipp Moritz, Sergey Levine et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

Computing, Computer Science, Robotics Engineering +17

The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games

Chao Yu, Akash Velu, Eugene Vinitsky et al. · arXiv (Cornell University) · 2021 · 594 citations · Full text

Computing, Computer Science, Algorithms +14

Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning

Zhiqiang Wan, Hepeng Li, Haibo He et al. · IEEE Transactions on Smart Grid · 2018 · 520 citations · Full text

Computing, Computer Science, Electric Vehicle Technology +15

Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms

Zhe Xu, Zhixin Li, Qingwen Guan et al. · 2018 · 374 citations

Business, Industrial Engineering, Operations Management +16

Optimization of shared autonomous electric vehicles operations with charge scheduling and vehicle-to-grid

Riccardo Iacobucci, Benjamin McLellan, Tetsuo Tezuka · Transportation Research Part C Emerging Technologies · 2019 · 209 citations · Full text

Engineering, Automotive Engineering, Autonomous Systems +12