Kewen Wu

2 accepted papers

2024

I-PHYRE: Interactive Physical Reasoning

Shiqian Li, Kewen Wu, Chi Zhang, Yixin Zhu

ICLR 2024poster

Current evaluation protocols predominantly assess physical reasoning in stationary scenes, creating a gap in evaluating agents' abilities to interact with dynamic events. While contemporary methods allow agents to modify initial scene configurations and observe consequences, they lack the capability…

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2022

On the Learning Mechanisms in Physical Reasoning

Shiqian Li, Kewen Wu, Chi Zhang, Yixin Zhu

NeurIPS 2022accept

Is dynamics prediction indispensable for physical reasoning? If so, what kind of roles do the dynamics prediction modules play during the physical reasoning process? Most studies focus on designing dynamics prediction networks and treating physical reasoning as a downstream task without investigatin…

Cited by 12 Source ↗PDF ↗Scholar ↗