The Neuro-Symbolic Inverse Planning Engine (NIPE): Modeling Probabilistic Social Inferences from Linguistic Inputs.
Lance YingKatherine M. CollinsMegan WeiCedegao E. ZhangTan Zhi-XuanAdrian WellerJoshua B. TenenbaumLionel WongPublished in: CoRR (2023)
Keyphrases
- bayesian networks
- social networks
- uncertain data
- neural network
- probabilistic modeling
- inference process
- ai planning
- social media
- machine learning
- social interaction
- generative model
- probabilistic model
- decision making
- natural language processing
- state space
- social networking
- planning problems
- natural language
- learning community
- symbolic representation
- high level
- social behavior
- genetic algorithm