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Stock price dynamics prediction based on multi-scale fractals and deep learning. [PDF]
Du Y, Tian Y.
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From Classroom to Cleanroom: Evaluating Industrial Field Visits as a Pedagogical Tool in Parenteral Pharmaceutical Manufacturing and Quality Control Education. [PDF]
Ali Adib S, Younes HM.
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Machine Learning (ML) and Molecular Dynamics-Driven Optimization of VEGFR2 Ligands against Hepatocellular Carcinoma. [PDF]
Yasmeen F, Manan A, Kim W, Choi S.
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Digital technology anxiety and teacher digital literacy development: a longitudinal examination of cognitive appraisal mechanisms. [PDF]
Liu R, Li X.
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Principled reward shaping for reinforcement learning via lyapunov stability theory
Neurocomputing, 2020Abstract Reinforcement learning (RL) suffers from the designation in reward function and the large computational iterating steps until convergence. How to accelerate the training process in RL plays a vital role. In this paper, we proposed a Lyapunov function based approach to shape the reward function which can effectively accelerate the training ...
Yunlong Dong +2 more
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