Grid World Navigation on FrozenLake reward reversal Implicit Drift Hidden drift
100ScoreVanilla
Evaluation results
| Method | Links | |
|---|---|---|
| VanillaBackbone=Qwen2.5-7B2026.01 | 100 | |
| Vanilla + GLOVEBackbone=Qwen2.5-7B2026.01 | 100 | |
| MemoryBank + GLOVEBackbone=Qwen2.5-7B2026.01 | 100 | |
| Voyager + GLOVEBackbone=Qwen2.5-7B2026.01 | 100 | |
| Generative AgentBackbone=Qwen2.5-7B2026.01 | 100 | |
| Generative Agent + GLOVEBackbone=Qwen2.5-7B2026.01 | 100 | |
| MemoryBankBackbone=Qwen2.5-7B2026.01 | 95 | |
| VoyagerBackbone=Qwen2.5-7B2026.01 | 95 | |
| No Memory (Plain)Backbone=Qwen2.5-7B2026.01 | 0 |