WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
Alexandre DrouinMaxime GasseMassimo CacciaIssam H. LaradjiManuel Del VermeTom MartyLéo BoisvertMegh ThakkarQuentin CappartDavid VázquezNicolas ChapadosAlexandre LacostePublished in: CoRR (2024)
Keyphrases
- website
- incomplete knowledge
- multi agent
- cooperative
- domain knowledge
- sharing knowledge
- web pages
- knowledge base
- autonomous agents
- human users
- complex domains
- web content
- intelligent agents
- web applications
- multi agent systems
- information sources
- dynamic environments
- decision making
- end users
- partial knowledge
- information gathering
- prior knowledge
- reasoning process
- cognitive effort
- information resources
- knowledge sources
- software agents
- knowledge sharing
- agent technology
- multiple agents
- web data
- past experience
- learned knowledge
- current web
- multiagent systems
- semantic web
- knowledge discovery