notesum.ai
Published at November 3EcoAct: Economic Agent Determines When to Register What Action
cs.AI
cs.CL
Released Date: November 3, 2024
Authors: Shaokun Zhang1, Jieyu Zhang2, Dujian Ding3, Mirian Hipolito Garcia4, Ankur Mallick4, Daniel Madrigal4, Menglin Xia4, Victor Rühle, Qingyun Wu1, Chi Wang5
Aff.: 1Pennsylvania State University; 2The University of Washington; 3University of British Columbia; 4Microsoft; 5Google DeepMind

| Model | Method | G1 | G2 | G3 | Average | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| PR (%) | Cost (¢) | PR (%) | Cost (¢) | PR (%) | Cost (¢) | PR (%) | Cost (¢) | |||
| GPT-4-turbo | ReaAct | 16.2 | 6.3 | 18.5 | 8.1 | 13.2 | 11.5 | 16.0 | 8.6 | |
| GPT-4-turbo | ReaAct w/ EcoAct | 16.7 | 5.9 () | 18.0 | 6.1 () | 13.2 | 7.7 () | 16.0 | 6.6 | |
| GPT-4o | ReaAct | 19.8 | 4.9 | 20.5 | 6.7 | 18.4 | 10.7 | 19.6 | 7.4 | |
| GPT-4o | ReaAct w/ EcoAct | 20.1 | 3.7 () | 20.8 | 4.8 () | 21.1 | 5.8 () | 20.7 | 4.8 | |