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04/11/2023
Automaton-Guided Curriculum Generation for Reinforcement Learning Agents
Despite advances in Reinforcement Learning, many sequential decision mak...
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01/16/2023
Neuro-Symbolic World Models for Adapting to Open World Novelty
Open-world novelty–a sudden change in the mechanics or properties of an ...
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11/01/2022
Missing data interpolation in integrative multi-cohort analysis with disparate covariate information
Integrative analysis of datasets generated by multiple cohorts is a wide...
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03/23/2022
NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
A robust body of reinforcement learning techniques have been developed t...
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11/08/2019
Insights from BB-MAS – A Large Dataset for Typing, Gait and Swipes of the Same Person on Desktop, Tablet and Phone
Behavioral biometrics are key components in the landscape of research in...
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11/08/2019
BB-MAS: A Very Large Dataset for Typing, Gait and Swipe of the Same Person on Desktop, Tablet and Phone
Behavioral biometrics are key components in the landscape of research in...
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07/19/2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers
Ultrasound (US) is the most widely used fetal imaging technique. However...
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02/22/2018
Diverse Exploration for Fast and Safe Policy Improvement
We study an important yet under-addressed problem of quickly and safely ...
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11/30/2017