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Benchmarks
Text-based Reinforcement Learning Navigation on TextFrozenLake 4x4
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100
Normalized Success Rate
LWM-Planner
-4
23
50
77
Jun 10, 2025
Normalized Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Success Rate
LWM-Planner
2025.06
100
ReAct + FEC
2025.06
63.5
ReAct
2025.06
0
Reflexion
2025.06
0
Random
2025.06
0
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