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Throughput Benchmarking on NetHack Learning Environment (NLE) (train)
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50,000
Throughput (steps/s)
APPO
-1,942.8
11,542.35
25,027.5
38,512.65
Aug 30, 2025
Throughput (steps/s)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Throughput (steps/s)
APPO
Hierarchical=No
2025.08
50,000
SOL
Hierarchical=Yes
2025.08
43,000
Multiple Option-Critic
Hierarchical=Yes
2025.08
1,200
Hierarchical RLLib
Hierarchical=Yes
2025.08
780
Option-Critic
Hierarchical=Yes
2025.08
75
HIRO
Hierarchical=Yes
2025.08
55
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