The authors introduce Planning-as-Routing.
Specialized executors follow declared agent plans more faithfully
Routing tasks to executors designed for specific planning patterns substantially improved structural adherence and task success.
Top University
Subba Reddy Oota · Francisco Herrera · Jordi Cabot Sagrera · Marcos López de Prado · Shadab Khan
ADIA Lab · University of Granada · Luxembourg Institute of Science and Technology · Cornell University · Lawrence Berkeley National Laboratory
Research Digest··3 min read
Oota et al.
Why this paper
From Lawrence Berkeley National Laboratory and 4 others
In one line
LLM agents often fail to execute their declared plans; pattern-specific executors close the execution gap, but selecting the right planning mode remains unreliable.
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