Rui Zhou’s scientific contributions

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Publications (1)


Optimal automatic train operation via deep reinforcement learning
  • Conference Paper

March 2018

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58 Reads

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9 Citations

Rui Zhou

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Shiji Song

Citations (1)


... (Meng et al., 2020) and employed deep Q networks (DQN) to optimize train control strategies. Subsequently, the issue of continuous action space in Deep Reinforcement Learning (DRL) has been extensively examined by scholars (Zhou and Song, 2018;Zhou et al., 2022). Notably, (Lillicrap, 2015) and (Plaksin, 2022) have proposed subway intelligent operation algorithms based on the Deep Deterministic Policy Gradient (DDPG) and Normalized Advantage Function (NAF) respectively. ...

Reference:

Energy-saving operation in urban rail transit: A deep reinforcement learning approach with speed optimization
Optimal automatic train operation via deep reinforcement learning
  • Citing Conference Paper
  • March 2018