Crowd Evacuation Simulation Using Hierarchical Deep Reinforcement Learning.
Zheng ZhangDianjie LuJialiuyuan LiPingshan LiuGuijuan ZhangPublished in: CSCWD (2021)
Keyphrases
- reinforcement learning
- pedestrian dynamics
- simulation model
- emergency evacuation
- cellular automata
- multi agent
- simulation models
- reinforcement learning algorithms
- simulation environment
- learning algorithm
- social force model
- crowd simulation
- markov decision processes
- data sets
- numerical simulations
- function approximation
- unsupervised learning
- supervised learning
- multi agent reinforcement learning
- state space
- learning process
- social networks