When Shall I Be Empathetic? The Utility of Empathetic Parameter Estimation in Multi-Agent Interactions.
Yi ChenLei ZhangTanner MerrySunny AmatyaWenlong ZhangYi RenPublished in: ICRA (2021)
Keyphrases
- parameter estimation
- agent interactions
- maximum likelihood
- least squares
- markov random field
- model selection
- parameter estimation algorithm
- parameter values
- expectation maximization
- em algorithm
- approximate inference
- random fields
- statistical models
- multi agent systems
- intelligent agents
- multi agent
- distributed learning
- model fitting
- software agents
- utility function
- parameters estimation
- estimation problems
- image processing
- parameter estimates
- multispectral
- experimental data
- artificial intelligence
- prior knowledge
- knowledge base