Deep reinforcement learning-based panic crowd evacuation simulation.
Baoxu AnGuijuan ZhangFuwei LiNianyun SongHong LiuDianjie LuPublished in: CSCWD (2023)
Keyphrases
- reinforcement learning
- pedestrian dynamics
- simulation model
- emergency evacuation
- multi agent
- cellular automata
- learning algorithm
- machine learning
- real robot
- simulation models
- state space
- evolutionary algorithm
- website
- decision making
- robocup soccer
- real time
- crowd simulation
- deep learning
- social force model
- reinforcement learning algorithms
- function approximation
- dynamic programming
- search space
- genetic algorithm
- neural network
- data sets