ORCANet: Differentiable multi-parameter learning for crowd simulation.
Jiawen ZhangChen LiChangbo WangGaoqi HePublished in: Comput. Animat. Virtual Worlds (2023)
Keyphrases
- parameter learning
- crowd simulation
- bayesian networks
- structure learning
- generative model
- statistical learning
- maximum likelihood
- conditional random fields
- em algorithm
- expectation maximization
- hidden variables
- markov random field
- approximate inference
- parameter estimation
- crowd behavior
- objective function
- graphical models
- virtual characters
- probabilistic model
- dynamic programming