Across 12 Atari games, Decision Transformer tends to outperform Decision Mamba in games with larger action spaces and more complex visuals, while Decision Mamba wins in simpler games, though the statistical support is weak.
Efficiently modeling long sequences with structured state spaces,
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Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games
Across 12 Atari games, Decision Transformer tends to outperform Decision Mamba in games with larger action spaces and more complex visuals, while Decision Mamba wins in simpler games, though the statistical support is weak.