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State-Dependent Maximum Entropy Reinforcement Learning for Robot Long-Horizon Task Learning
Task-oriented robot learning has shown significant potential with the development of Reinforcement Learning (RL) algorithms. However, the learning of...
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High-Entropy Layered Oxide Cathode Enabling High-Rate for Solid-State Sodium-Ion Batteries
Na-ion O3-type layered oxides are prospective cathodes for Na-ion batteries due to high energy density and low-cost. Nevertheless, such cathodes...
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Entropy
The MCQ chapter on entropy provides a comprehensive assessment of the reader’s understanding of this concept. The questions cover topics such as...
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Application of Permutation Entropy Algorithm in Automatic Mechanical Equipment Running State Monitoring
In order to realize automatic mechanical equipment operation monitoring function, this paper will carry out related research based on permutation...
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Multiscale Entropy Analysis of EEG Signals
Electroencephalogram (EEG) contains a lot of pathological information, which is the most effective clinical tool for detecting epileptic seizure. In...
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A State-of-Health Estimation and Prediction Algorithm for Lithium-Ion Battery of Energy Storage Power Station Based on Information Entropy of Characteristic Data
In order to enrich the comprehensive estimation methods for the balance of battery clusters and the aging degree of cells for lithium-ion energy...
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Entropy and Information
The concept of entropy is a fundamental quantity for computer science and information technology. It is closely related to information. Often, it is...
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Entropy and the Second Law
This chapter begins with a discussion intended to motivate the introduction of the property entropy and continues with an axiomatic presentation of...
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Evaluation of Volumetric Strain on Polyamide 6 by Thermodynamic Entropy Generation
BackgroundA ductile material, such as a polymeric material, releases energy during deformation. The dissipated energy can be evaluated as entropy...
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Concepts Review, Density Matrix, and Entanglement Entropy
This chapter has two parts. The first part is to review and practice some of the important linear algebra concepts and bra–ket notation by proving...
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Second Law of Thermodynamics and Entropy
Equations for variation of entropy with temperature under isobaric and isochoric conditionsEquations for entropy change under isochoric and isobaric...
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EWRPL: entropy-based weighted RPL
The Internet of Things (IoT) refers to a network of interconnected devices communicating through the internet. Routing is a crucial aspect of IoT for...
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Information-entropy enabled identifying topological photonic phase in real space
The topological photonics plays an important role in the fields of fundamental physics and photonic devices. The traditional method of designing...
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A Practical Approach to Estimate the Min-Entropy in PUFs
Helper data algorithms reliably extract secrets from physical unclonable functions. The necessary helper data can leak information, though. One...
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Rolling Bearing Performance State Assessment Based on the Composite Multiscale Slope Entropy
Entropy is an effective method to measure the randomness of signals and the sudden change of nonlinear dynamics. In order to suppress the noise...
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On Achieving the Entropy Maximum in Mechanical Systems
Consideration has been given to the well-known argument that in a conservative mechanical system existing in an equilibrium state, entropy reaches a...
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Entropy Sources from Tunnelling in Standard CMOS Structures
Pseudo-random number generators are predominantly utilised as entropy sources in encryption and seeding processes, however, they are deterministic by...
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Prototype Softmax Cross Entropy: A New Perspective on Softmax Cross Entropy
In this work, we consider supervised learning for image classification. Inspired by recent results in the field of supervised contrastive learning,...
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Adaptive Filtering Based on Minimum Error Entropy Conjugate Gradient
Based on the criterion of minimum error entropy, this paper proposes a novel conjugate gradient algorithm, called MEE-CG. This algorithm has robust...
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On the entropy inequality and its exploitation in continuum physics
The paper deals with the statement and the application of the entropy principle, through the Clausius–Duhem inequality, in continuum physics. The...