Résultats de la recherche - distributed evolution ((algorithm OR algorithmics) OR (algorithmssic OR Algorithmsssic))

Stein Variational Evolution Strategies par Braun, Cornelius V., Lange, Robert T., Toussaint, Marc

Table des matières: “… an unnormalized probability distribution. However, the SVGD update relies on gradients of the log-density, which…”
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Learning Density Evolution from Snapshot Data par Yao, Rentian, Nitanda, Atsushi, Chen, Xiaohui, Yang, Yun

Table des matières: “… distribution-on-scalar regression approach for estimating the density evolution of a stochastic process from…”
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Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents par Fan, Zhiyuan, Jin, Wenwei, Zhang, Feng, Li, Bin, Dong, Yihong, Hu, Yao, Li, Jiawei

Table des matières: “… reinforcement learning, they still fail to treat self-evolution as a unified process to be jointly optimized…”
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Optimal Quantum Likelihood Estimation par Levi, Alon, Ossi, Ziv, Cohen, Eliahu, Te'eni, Amit

Table des matières: “…A hybrid quantum-classical algorithm is a computational scheme in which quantum circuits are used…”
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Generalized Incremental Learning under Concept Drift across Evolving Data Streams par Yu, En, Lu, Jie, Zhang, Guangquan

Table des matières: “… shifts, they overlook the critical co-evolution of label spaces and distributions under limited…”
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A Landscape-Aware Differential Evolution for Multimodal Optimization Problems par Lin, Guo-Yun, Chen, Zong-Gan, Liu, Chuanbin, Jiang, Yuncheng, Kwong, Sam, Zhang, Jun, Zhan, Zhi-Hui

Table des matières: “…-aware differential evolution (LADE) algorithm is proposed for MMOPs, which utilizes landscape knowledge…”
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Deep Generalized Schrödinger Bridges: From Image Generation to Solving Mean-Field Games par Liu, Guan-Horng, Chen, Tianrong, Theodorou, Evangelos A.

Table des matières: “… the most likely particle evolution based on the principle of least action including kinetic and potential…”
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Koopman-Based Generalization of Deep Reinforcement Learning With Application to Wireless Communications par Termehchi, Atefeh, Hossain, Ekram, Woungang, Isaac

Table des matières: “… the evolution of states and actions in trained DRL algorithms as unknown discrete, stochastic, and nonlinear…”
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Evolutionary model for energy trading in community microgrids using Hawk-Dove strategies par Chifu, Viorica Rozina, Cioara, Tudor, Pop, Cristina Bianca, Anghel, Ionut

Table des matières: “… are modeled through an evolutionary algorithm. An individual in the algorithm population is represented…”
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Evolutionary Multi-Task Optimization for LLM-Guided Program Discovery par Gozeten, Halil Alperen, Zhang, Xuechen, Ildiz, Emrullah, Taga, Ege Onur, Javidi, Tara, Oymak, Samet

Table des matières: “… evolution in most settings, with STA Best-Local providing the strongest in-distribution adaptation and STA…”
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Decomposition of Nonlinear Collision Operator in Quantum Lattice Boltzmann Algorithm par E, Dinesh Kumar, Frankel, Steven H.

Table des matières: “…We propose a quantum algorithm to tackle the quadratic nonlinearity in the Lattice Boltzmann (LB…”
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FedAvgen: Metadata for Model Aggregation In Communication Systems par Kiggundu, Anthony, Krummacker, Dennis, Schotten, Hans D.

Table des matières: “… is afterwards distributed to the client devices. This approach is known as federated learning and inherently…”
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Modeling Inequality in Complex Networks of Strategic Agents using Iterative Game-Theoretic Transactions par Kejriwal, Mayank, Luo, Yuesheng

Table des matières: “… (often following a scale-free distribution) are not fully understood. A particular systemic measure…”
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Efficient classical computation of the neural tangent kernel of quantum neural networks par Hernandez, Anderson Melchor, Pastorello, Davide, De Palma, Giacomo

Table des matières: “…We propose an efficient classical algorithm to estimate the Neural Tangent Kernel (NTK) associated…”
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Memory Effects in Disease Modelling Through Kernel Estimates with Oscillatory Time History par Mielke, Adam, Sørensen, Mads Peter, Wyller, John

Table des matières: “… histories in the distributed time delay. We make use of this algorithmic framework to analyse memory effects…”
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The Genomic Code: The genome instantiates a generative model of the organism par Mitchell, Kevin J., Cheney, Nick

Table des matières: “… encoded by the learning algorithm of evolution and decoded through the processes of development…”
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Generalized HMC using Nambu mechanics for lattice QCD par Lundstrum, Erik

Table des matières: “…I describe a generalization of the hybrid Monte Carlo (HMC) algorithm in which the molecular…”
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Approximation Algorithms for Capacitated Vehicle Routing Problems: A Comprehensive Survey par Chen, Yongyu

Table des matières: “… distance. Due to its extensive applications in logistics, distribution, and supply chain management, CVRP…”
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A Randomized Method for Simulating Lindblad Equations and Thermal State Preparation par Chen, Hongrui, Li, Bowen, Lu, Jianfeng, Ying, Lexing

Table des matières: “… is available for the Lindblad evolution $e^{t\mathcal{L}_a}$, we implement $e^{t\mathcal{L}_a}$ for a randomly…”
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Diffusion-based Dynamic Contract for Federated AI Agent Construction in Mobile Metaverses par Wen, Jinbo, Kang, Jiawen, Zhang, Yang, Zhong, Yue, Niyato, Dusit, Xu, Jie, Tang, Jianhang, Yuen, Chau

Table des matières: “…, maintenance, and evolution of mobile metaverses, enabling seamless human-machine interaction and dynamic…”
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