RaDA: Retrieval-augmented Web Agent Planning with LLMs.
Minsoo KimVictor S. BursztynEunyee KohShunan GuoSeung-won HwangPublished in: ACL (Findings) (2024)
Keyphrases
- state space
- stochastic domains
- planning problems
- partially observable
- heuristic search
- information gathering
- information retrieval
- website
- image database
- web applications
- intelligent agents
- multimedia information
- web pages
- trec web
- relevance feedback
- decision theoretic
- goal directed
- retrieval systems
- multi agent systems
- semantic search
- multi agent
- reactive agents
- action selection
- linked data
- plan execution
- mobile agents
- web documents
- semantic web
- information discovery
- software agents
- content similarity
- agent architecture
- web ir
- external events
- domain independent
- multiagent systems
- end users
- image retrieval
- topic distillation
- semantic web service composition
- search experience
- world model
- web information retrieval
- planning process
- single agent
- multiple agents
- agent model
- search tasks
- agent technology
- web intelligence
- retrieval model
- web services
- decision making