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8by Calabrese, Edward J.“…CONCLUSIONS: In his commentary Mushak offers no significant new conceptual insights, and his key technical criticisms of hormesis frequency findings are unfounded.…”
Published 2009
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11“…To mitigate this issue, we present an approach based on the actor-critic framework, and in the critic branch we modify the manner of estimating Q-value by introducing the advantage function, such as dueling network, which can estimate the action-advantage value. …”
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15by Abdi, Amir H., Sagl, Benedikt, Srungarapu, Venkata P., Stavness, Ian, Prisman, Eitan, Abolmaesumi, Purang, Fels, Sidney“…In this work, we are building on a deep RL algorithm, known as the Soft Actor-Critic, to learn the inverse dynamics of a simulated masticatory system, i.e., learn the activation patterns that drive the jaw to its desired location. …”
Published 2020
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16“…From the socio-critical perspective of mathematical modeling, reflexive discussions about the nature, criteria, and consequences of mathematical models are not a natural consequence of modeling in school. …”
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18“…To improve the convergence rate and the sample efficiency, two efficient learning methods AC-HMLP and RAC-HMLP (AC-HMLP with ℓ (2)-regularization) are proposed by combining actor-critic algorithm with hierarchical model learning and planning. …”
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19“…We implemented the soft actor–critic (SAC) algorithm, an entropy-regularized deep reinforcement learning algorithm that allows fulfilling a learning task and encourages the exploration of the environment simultaneously. …”
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20“…In the Western classical tradition music criticism represents one of the most complex and influential forms of performance assessment and evaluation. …”
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