MAS-Bench: Parameter Optimization Benchmark for Multi-agent Crowd Simulation.
Shusuke ShigenakaShunki TakamiShuhei WatanabeYuki TanigakiYoshihiko OzakiMasaki OnishiPublished in: AAMAS (2021)
Keyphrases
- parameter optimization
- multi agent
- crowd simulation
- multi agent systems
- genetic algorithm ga
- multiagent systems
- genetic algorithm
- virtual characters
- differential evolution
- parameter estimation
- parameter settings
- support vector machine
- reinforcement learning
- pid controller
- crowd behavior
- neural network
- social behavior
- model selection
- social interaction
- autonomous agents
- maximum likelihood
- simulated annealing
- hyperparameters
- feature selection
- least squares
- evolutionary algorithm