Search Results for author: Yin Tong

Found 3 papers, 0 papers with code

Benchmarks of Extended Basis Reachability Graphs

no code implementations19 Nov 2021 Yin Tong

In this note, we want to provide a comparison among the efficiency of different approaches for the verification of K-step and infinite-step opacity based on three different graphs: the Extended Basis Reachability Graph (EBRG), the Basis Reachability Graph (BRG) when applicable, and the Reachability Graph (RG).

A Service-oriented Metro Traffic Regulation Method for Improving Operation Performance

no code implementations13 May 2021 Jiate Luo, Yin Tong, Graziana Cavone, Mariagrazia Dotoli

Instead, in this work, a novel framework that integrates a passenger flow module (PFM) and a train operation module (TOM) is proposed with the aim of simultaneously minimizing traffic delays and passengers' discomfort.

Orthogonal Policy Gradient and Autonomous Driving Application

no code implementations15 Nov 2018 Mincong Luo, Yin Tong, Jiachi Liu

One less addressed issue of deep reinforcement learning is the lack of generalization capability based on new state and new target, for complex tasks, it is necessary to give the correct strategy and evaluate all possible actions for current state.

Autonomous Driving reinforcement-learning +1

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