Economic Decision-Making on Scenario S2 Economic Slowdown (test)
8.21Average RewardLAMP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LAMP2025.11 | 8.21 | 2,100 | 202,000 | 372,000 | |
| Rule-Based2025.11 | 7.39 | 1,880 | 265,000 | 615,000 | |
| ReAct2025.11 | 6.95 | 2,080 | 446,000 | 959,000 | |
| CoT2025.11 | 6.33 | 1,900 | 342,000 | 1,030,000 | |
| Random2025.11 | 6.17 | 1,570 | 118,000 | 520,000 | |
| LLM-Only2025.11 | 6.01 | 6,300 | 254,000 | 1,060,000 | |
| MADDPG2025.11 | 5.07 | 1,170 | 407,000 | 742,000 | |
| Reflexion2025.11 | 3.54 | 1,060 | 182,000 | 1,150,000 |