Economic Decision-Making on Scenario S3 Crisis Shock
8.18Average RewardLAMP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LAMP2025.11 | 8.18 | 2,330 | 196,000 | 321,000 | |
| Rule-Based2025.11 | 7.36 | 2,090 | 271,000 | 595,000 | |
| ReAct2025.11 | 7.05 | 2,110 | 500,000 | 958,000 | |
| CoT2025.11 | 6.46 | 1,940 | 392,000 | 1,030,000 | |
| Random2025.11 | 6.24 | 1,770 | 121,000 | 505,000 | |
| LLM-Only2025.11 | 6.1 | 6,390 | 282,000 | 1,060,000 | |
| MADDPG2025.11 | 5.19 | 1,130 | 549,000 | 861,000 | |
| Reflexion2025.11 | 3.68 | 1,100 | 210,000 | 1,150,000 |