Papers by Michael G Yankoski
DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue (2025.findings-emnlp)
Copied to clipboard
| Challenge: | Existing approaches to designing a generalist scientific agent fail to address multifaceted requirements of scientific tasks. |
| Approach: | DAVIS is a generalist scientific agent capable of performing tasks in laboratory settings to assist researchers. |
| Outcome: | DAVIS performs better on ScienceWorld benchmarks compared to previous approaches on 8 out of 9 elementary science subjects. |