OdoBot: Token-efficient web-agent architecture via application behavior modeling
An arXiv preprint introduces OdoBot, a web-agent architecture that builds a behavioral model of a web application from successful task-execution demonstrations to reduce token usage. In experiments on 45 tasks in the Canvas LMS, OdoBot used 44% and 80% fewer tokens than Agent-E and WebVoyager respectively, and it outperformed WebVoyager on task success rate.