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Grid-world Navigation on FrozenLake reward reversal Hidden drift

100Score

Vanilla + GLOVE

Updated 1mo ago

Evaluation Results

Method	Links
Vanilla + GLOVE 2026.01		100
Voyager 2026.01		100
Voyager + GLOVE 2026.01		100
Generative Agent 2026.01		100
Generative Agent + GLOVE 2026.01		100
Vanilla +GLOVE 2026.01		100
Voyager +GLOVE 2026.01		100
Voyager + GLOVE 2026.01		100
Vanilla + GLOVE 2026.01		97.5
MemoryBank + GLOVE 2026.01		97.5
Voyager + GLOVE 2026.01		97.5
MemoryBank +GLOVE 2026.01		97.5
Generative Agent +GLOVE 2026.01		97.5
Vanilla 2026.01		95
Vanilla + GLOVE 2026.01		95
Generative Agent + GLOVE 2026.01		92.5
MemoryBank 2026.01		90
MemoryBank + GLOVE 2026.01		90
Vanilla 2026.01		90
Generative Agent + GLOVE 2026.01		90
MemoryBank 2026.01		82.5
MemoryBank 2026.01		65
MemoryBank + GLOVE 2026.01		65
Generative Agent 2026.01		60
MemoryBank 2026.01		57.5
Vanilla 2026.01		50
Voyager 2026.01		50
Generative Agent 2026.01		50
Voyager 2026.01		50
Generative Agent 2026.01		50
Vanilla 2026.01		50
Vanilla + GLOVE 2026.01		50
Voyager 2026.01		50
Voyager + GLOVE 2026.01		50
Generative Agent 2026.01		50
Generative Agent + GLOVE 2026.01		50
Vanilla 2026.01		50
MemoryBank + GLOVE 2026.01		40
MemoryBank 2026.01		37.5
Voyager 2026.01		35
No Memory (Plain) 2026.01		0
No Memory (Plain) 2026.01		0
No Memory (Plain) 2026.01		0
No Memory (Plain) 2026.01		0
No Memory (Plain) 2026.01		0