Competency Assessment for Autonomous Agents using Deep Generative Models.
Aastha AcharyaRebecca L. RussellNisar R. AhmedPublished in: CoRR (2022)
Keyphrases
- autonomous agents
- generative model
- probabilistic model
- dynamic environments
- multi agent systems
- mixture model
- discriminative learning
- multiagent systems
- em algorithm
- deep belief networks
- discriminative models
- multi agent
- prior knowledge
- semi supervised
- generative and discriminative models
- hierarchical hidden markov models
- topic models
- maximum entropy principle
- open systems
- representational power
- discriminative methods
- conditional random fields
- mental states
- learning styles
- object categories
- information retrieval
- expectation maximization
- cooperative
- learning algorithm