Risultati della ricerca - (coding OR encoding) (algorithmics OR (algorithm OR algorithm))

Pushdown Reward Machines for Reinforcement Learning di Varricchione, Giovanni, Klassen, Toryn Q., Alechina, Natasha, Dastani, Mehdi, Logan, Brian, McIlraith, Sheila A.

Sommario: “...Reward machines (RMs) are automata structures that encode (non-Markovian) reward functions...”
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Stackelberg Coupling of Online Representation Learning and Reinforcement Learning di Martinez, Fernando, Li, Tao, Lu, Yingdong, Chen, Juntao

Sommario: “... strategy by updating less frequently, while the perception network (encoder) acts as the follower, adapting...”
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A Depth-Independent Linear Chain Ansatz for Large-Scale Quantum Approximate Optimization di Wang, Zixu, Mandell, Jack, Xu, Yangyang, Shi, Jian

Sommario: “... computing. Among various quantum algorithms, the Quantum Approximate Optimization Algorithm (QAOA), as one...”
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Fairness-Aware Reinforcement Learning (FAReL): A Framework for Transparent and Balanced Sequential Decision-Making di Cimpean, Alexandra, Orzan, Nicole, Jonker, Catholijn, Libin, Pieter, Nowé, Ann

Sommario: “.... Therefore, we require algorithms that can make suitable and transparent trade-offs between performance...”
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TEMPORA: Efficient Verification of Metric Temporal Properties with Past in Pointwise Semantics di Akshay, S., Contractor, Prerak, Gastin, Paul, Govind, R., Srivathsan, B.

Sommario: “... encode many interesting timed properties especially when past and future modalities are used together...”
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Unlocking Off-the-Grid Sparse Recovery with Unlimited Sensing: Simultaneous Super-Resolution in Time and Amplitude di Guo, Ruiming, Bhandari, Ayush

Sommario: “... and algorithmic advances over the past decade, these developments often overlook critical challenges at the analog...”
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ATLAS: Efficient Atom Rearrangement for Defect-Free Neutral-Atom Quantum Arrays Under Transport Loss di Savola, Otto, Paler, Alexandru

Sommario: “...Neutral-atom quantum computers encode qubits in individually trapped atoms arranged in optical...”
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Simulated Annealing for Quadratic and Higher-Order Unconstrained Integer Optimization di Suzuki, Kohei

Sommario: “...Simulated annealing (SA) is a key algorithm for solving combinatorial optimization problems, which...”
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Benchmarking Distributed Quantum Computing Emulators di Díaz-Camacho, Guillermo, Llovo, Iago F., Cardama, F. Javier, Bautista, Irais, Faílde, Daniel, Juane, Mariamo Mussa, Vázquez-Pérez, Jorge, Costas, Natalia, Pena, Tomás F., Gómez, Andrés

Sommario: “...}^{\dagger}$) as a representative test case, which enables efficient phase recovery from pre-encoded Fourier...”
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Nonnegative Matrix Factorization through Cone Collapse di Nguyen, Manh, Pimentel-Alarcón, Daniel

Sommario: “... on the representation matrix so that its rows behave like soft cluster indicators. Existing algorithms, however...”
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A Fast Broadband Beamspace Transformation di Singh, Nakul, DeLude, Coleman, Davenport, Mark, Romberg, Justin

Sommario: “..., the broadband setting requires coherent processing of multiple array snapshots simultaneously. Our algorithm...”
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Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning di Zhang, Xian-Rong, Gong, Yue-Jiao, Ma, Zeyuan, Zhang, Jun

Sommario: “...Data-driven evolutionary algorithms has shown surprising results in addressing expensive...”
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A Sublinear-Time Quantum Algorithm for High-Dimensional Reaction Rates di Kharazi, Tyler, Alkadri, Ahmad M., Mandadapu, Kranthi K., Whaley, K. Birgitta

Sommario: “... challenges classical computers. Quantum algorithms for such non-unitary dynamics often suffer from...”
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Organismal Agency and Rapid Adaptation: The Phenopoiesis Algorithm for Phenotype-First Evolution di Le, Nam H.

Sommario: “... their own development. However, this framework has remained philosophically intuitive but algorithmically...”
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Mixture-of-experts Wishart model for covariance matrices with an application to Cancer drug screening di Mai, The Tien, Zhao, Zhi

Sommario: “..., and neuroscience, where they encode dependence structures and reveal essential features of complex multivariate...”
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Improving Generalization and Trainability of Quantum Eigensolvers via Graph Neural Encoding di Lee, Jungyun, Park, Daniel K.

Sommario: “... growth of Hilbert space with system size. Even on fault-tolerant quantum computers, quantum algorithms...”
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Goal-Oriented Framework for Optical Flow-based Multi-User Multi-Task Video Transmission di Xu, Yujie, Chen, Shutong, Li, Nan, Deng, Yansha, Yuan, Jinhong, Schober, Robert

Sommario: “...-task video transmission (OF-GSC). At the transmitter, we design a semantic encoder that consists of a...”
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Latent Algorithmic Structure Precedes Grokking: A Mechanistic Study of ReLU MLPs on Modular Arithmetic di Swaroop, Anand

Sommario: “... not discover the correct algorithm, but rather sharpens an algorithm substantially encoded during memorization...”
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Green Manufacturing Capacity Planning by Integrating Distributionally Robust Optimization and Generative AI di Zhou, Xin, Lu, Zhengsong, Zeng, Bo, Geng, Na

Sommario: “... is integrated into an exact decomposition algorithm, through a novel encoding/decoding scheme designed...”
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Heterogeneous AAV Logistics Task Allocation: A Reinforcement Learning Enhanced Overlapping Coalition Formation Game Approach di Zhou, Yuze, Sun, Jingliang, Li, Junzhi, Zhong, Jianxin, Wang, Zihan, Long, Teng

Sommario: “.... By leveraging multi-head self-attention to encode variable-length logistics states and capture task-wise...”
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