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Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies

Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies

11 March 2025
Chen Xu
Tony Nguyen
Emma Dixon
Christopher Rodriguez
Patrick "Tree" Miller
Robert Lee
Paarth Shah
Rares Ambrus
Haruki Nishimura
Masha Itkina
    OffRL
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Papers citing "Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies"

2 / 2 papers shown
Title
Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures
Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures
Junwon Seo
Kensuke Nakamura
Andrea V. Bajcsy
9
0
0
01 May 2025
Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optimal Stopping
Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optimal Stopping
David Snyder
Asher Hancock
Apurva Badithela
Emma Dixon
Patrick "Tree" Miller
Rares Ambrus
Anirudha Majumdar
Masha Itkina
Haruki Nishimura
OffRL
42
1
0
14 Mar 2025
1