Query The Agent: Improving sample efficiency through epistemic uncertainty estimation.
Julian AlverioBoris KatzAndrei BarbuPublished in: CoRR (2022)
Keyphrases
- database
- multi agent systems
- query processing
- response time
- query evaluation
- mobile agents
- multi agent
- data sources
- incomplete knowledge
- estimation accuracy
- agent model
- intelligent agents
- query formulation
- autonomous agents
- complex queries
- database queries
- uncertain data
- maintenance cost
- result quality
- retrieval method
- range queries
- retrieval systems
- dynamic environments
- agent architecture
- cost model
- estimation algorithm
- software agents
- decision theoretic
- expected utility
- user interaction
- search quality
- query expansion
- relevance feedback
- imprecise information
- rank join