Journal of System Simulation
Abstract
Abstract: Agents are difficult to be directly modeled and simulated due to the complexity of their own interaction and learning behaviors. Aiming at the common problems in the discrete simulation of the agent, the event transfer mechanism of the discrete event system specification (DEVS) atomic model is applied to express the interaction and learning of an agent. Through the interaction mode of the agent, the transfer control of multi-state external events, the port connection mode, as well as the introduction of reinforcement learning event transfer representation, a discrete simulation construction method of the agent based on the DEVS atomic model is provided. The simulation verification is carried out in the grid world and the cart-pole environment. The experimental results prove the feasibility and effectiveness of the proposed method in constructing the interactive and learning behaviors of the agent.
Recommended Citation
Zhang, Ziwei; Li, Liang; Dong, Zhiming; Wang, Yifei; and Duan, Li
(2022)
"Research on the Construction Method of Simulation Evaluation Index of Operation Effectiveness Operation Concept Traction,"
Journal of System Simulation: Vol. 34:
Iss.
3, Article 17.
DOI: 10.16182/j.issn1004731x.joss.21-0557
Available at:
https://dc-china-simulation.researchcommons.org/journal/vol34/iss3/17
First Page
603
Revised Date
2021-07-28
DOI Link
https://doi.org/10.16182/j.issn1004731x.joss.21-0557
Last Page
613
CLC
TP391
Recommended Citation
Ziwei Zhang, Liang Li, Zhiming Dong, Yifei Wang, Li Duan. Research on the Construction Method of Simulation Evaluation Index of Operation Effectiveness Operation Concept Traction[J]. Journal of System Simulation, 2022, 34(3): 603-613.
DOI
10.16182/j.issn1004731x.joss.21-0557
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