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Home/Authors/Tuan Do

Tuan Do

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

Robotics×1AI×1

Frequent co-authors

Hung Mai1×
Bin Zhu1×

Research Timeline

2026
Beyond Task Success: Behavioral and Representational Diagnostics for WAM and VLA

The paper introduces a diagnostic framework to determine if World-Action Models (WAMs) provide genuinely actionable behavioral improvements beyond simply achieving task success, finding that WAMs often improve object-level behavior but their gains are architecture-dependent and costly.

Highlighted terms show continued research focus across papers

Papers

cs.ROcs.AIRecentMay 31, 2026

Beyond Task Success: Behavioral and Representational Diagnostics for WAM and VLA

Hung Mai, Bin Zhu, Tuan Do

The paper introduces a diagnostic framework to determine if World-Action Models (WAMs) provide genuinely actionable behavioral improvements beyond simply achieving task success, finding that WAMs ofte…

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