Search Results for author: Dhaivat Bhatt

Found 3 papers, 2 papers with code

$f$-Cal: Calibrated aleatoric uncertainty estimation from neural networks for robot perception

no code implementations28 Sep 2021 Dhaivat Bhatt, Kaustubh Mani, Dishank Bansal, Krishna Murthy, Hanju Lee, Liam Paull

While modern deep neural networks are performant perception modules, performance (accuracy) alone is insufficient, particularly for safety-critical robotic applications such as self-driving vehicles.

Monocular Depth Estimation object-detection +1

Deep Active Localization

1 code implementation5 Mar 2019 Sai Krishna, Keehong Seo, Dhaivat Bhatt, Vincent Mai, Krishna Murthy, Liam Paull

Traditional approaches to this use an information-theoretic criterion for action selection and hand-crafted perceptual models.

OpenAI Gym

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