Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks.
Yun-Shiuan ChuangZach StuddifordKrirk NirunwirojAgam GoyalVincent V. FrigoSijia YangDhavan ShahJunjie HuTimothy T. RogersPublished in: CoRR (2024)
Keyphrases
- belief networks
- role playing
- agent environment
- artificial agents
- graphical models
- bayesian belief networks
- multi agent
- multi agent systems
- probabilistic inference
- probabilistic reasoning
- probability distribution
- conditional probabilities
- graphical representation
- stochastic simulation
- exact inference
- decision making
- belief propagation
- random variables
- distributed systems
- markov random field
- image registration
- knn
- probabilistic model
- similarity measure
- data sets
- belief nets