Grid World Navigation on FrozenLake Hidden drift
100ScoreGenerative Agent + GLOVE
Evaluation results
| Method | Links | |
|---|---|---|
| Generative Agent + GLOVEBackbone=DeepSeek-V3.22026.01 | 100 | |
| MemoryBank + GLOVEBackbone=DeepSeek-V3.22026.01 | 95 | |
| Voyager + GLOVEBackbone=DeepSeek-V3.22026.01 | 95 | |
| Vanilla + GLOVEBackbone=DeepSeek-V3.22026.01 | 92.5 | |
| Generative AgentBackbone=DeepSeek-V3.22026.01 | 87.5 | |
| MemoryBankBackbone=DeepSeek-V3.22026.01 | 82.5 | |
| VoyagerBackbone=DeepSeek-V3.22026.01 | 82.5 | |
| VanillaBackbone=DeepSeek-V3.22026.01 | 50 | |
| No Memory (Plain)Backbone=DeepSeek-V3.22026.01 | 0 |