Deep deterministic policy gradient algorithm for crowd-evacuation path planning

•We propose E-MADDPG algorithm with higher learning efficiency based on MADDPG.•We extract the motion trajectory from the pedestrian video to reduce the state space.•We propose a hierarchical crowd evacuation path planning method based on DRL. In existing evacuation methods, the large number of pede...

Celý popis

Podrobná bibliografia

Vydané v:	Computers & industrial engineering Ročník 161; s. 107621
Hlavní autori:	Li, Xinjin, Liu, Hong, Li, Junqing, Li, Yan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.11.2021
Predmet:	Crowd simulation for evacuation Deep reinforcement learning Multi-agent reinforcement learning Path planning Crowd simulation for evacuation Multi-agent reinforcement learning Deep reinforcement learning Path planning
ISSN:	0360-8352, 1879-0550
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!