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ENTITY Aurélien Renault

Aurélien Renault

PulseAugur coverage of Aurélien Renault — every cluster mentioning Aurélien Renault across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_229404 ·

    New Deep-RL Frameworks Learn Optimal Triggers for Early Time Series Classification

    Researchers have developed Alert and Alert+, two Deep-RL frameworks designed to learn optimal trigger functions for early classification of time series data. These frameworks aim to improve upon traditional handcrafted …

  2. RESEARCH · CL_206422 ·

    New research tackles early time-series classification in dynamic environments · 2 sources tracked

    Two new research papers address the challenge of early classification of time series data in non-stationary environments. The first paper introduces DQeND, an end-to-end reinforcement learning architecture that jointly …