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

On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations di Hundal, Rajdeep Singh, Xiao, Yan, Cao, Xiaochun, Dong, Jin Song, Rigger, Manuel

Sommario: “..., and multiplayer-online-battle-arena video games. Numerous implementations of the state-of-the-art algorithms...”
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GeoEvolve: Automating Geospatial Model Discovery via Multi-Agent Large Language Models di Luo, Peng, Lou, Xiayin, Zheng, Yu, Zheng, Zhuo, Ermon, Stefano

Sommario: “... such as sustainability and climate change. Existing large language model (LLM)-based algorithm discovery frameworks...”
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Fault-tolerant quantum simulation of materials using Bloch orbitals di Rubin, Nicholas C., Berry, Dominic W., Malone, Fionn D., White, Alec F., Khattar, Tanuj, DePrince III, A. Eugene, Sicolo, Sabrina, Kühn, Michael, Kaicher, Michael, Lee, Joonho, Babbush, Ryan

Sommario: “..., most prior work exploring algorithms for block-encoding, time-evolving, and sampling in the eigenbasis...”
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Automated atomistic simulations of dissociated dislocations with ab initio accuracy di Mismetti, Laura, Hodapp, Max

Sommario: “... an algorithm that fully automatically trains machine-learning interatomic potentials (MLIPs) during large-scale...”
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Guiding Enumerative Program Synthesis with Large Language Models di Li, Yixuan, Parsert, Julian, Polgreen, Elizabeth

Sommario: “... code generation with natural language specifications. In contrast, the best-performing synthesizers...”
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Interactive-FAR:Interactive, Fast and Adaptable Routing for Navigation Among Movable Obstacles in Complex Unknown Environments di He, Botao, Chen, Guofei, Wang, Wenshan, Zhang, Ji, Fermuller, Cornelia, Aloimonos, Yiannis

Sommario: “...This paper introduces a real-time algorithm for navigating complex unknown environments cluttered...”
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MarkLLM: An Open-Source Toolkit for LLM Watermarking di Pan, Leyi, Liu, Aiwei, He, Zhiwei, Gao, Zitian, Zhao, Xuandong, Lu, Yijian, Zhou, Binglin, Liu, Shuliang, Hu, Xuming, Wen, Lijie, King, Irwin, Yu, Philip S.

Sommario: “...LLM watermarking, which embeds imperceptible yet algorithmically detectable signals in model...”
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Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases di Sun, Geng, Xie, Wenwen, Niyato, Dusit, Mei, Fang, Kang, Jiawen, Du, Hongyang, Mao, Shiwen

Sommario: “... the performance of DRL algorithms in this paper. We first introduce several classic GAI and DRL algorithms...”
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Training neural networks without backpropagation using particles di Kumar, Deepak

Sommario: “... neurons in a human brain. Neural networks have been trained using the backpropagation algorithm based...”
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Removal of Small Weight Stopping Sets for Asynchronous Unsourced Multiple Access di Ritter, Frederik, Mandelbaum, Jonathan, Fengler, Alexander, Jäkel, Holger, Schmalen, Laurent

Sommario: “... frame-asynchronous two-user transmission. Furthermore, we propose an algorithm to completely avoid small...”
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More Efficient Sybil Detection Mechanisms Leveraging Resistance of Users to Attack Requests di Dehkordi, Ali Safarpoor, Zehmakan, Ahad N.

Sommario: “... when applied as a preprocessing step for different sybil detection algorithms. The code and data used...”
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GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments di Li, Kechen, Tao, Yaotian, Wen, Ximing, Sun, Quanwei, Gong, Zifei, Xu, Chang, Zhang, Xizhe, Ji, Tianbo

Sommario: “... and reasoning tasks, offering a flexible alternative to classical pathfinding algorithms. However, most existing...”
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Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics di Hemberg, Erik, Liu, Eric, Fuller, Lucille, Moskal, Stephen, O'Reilly, Una-May

Sommario: “... combine these controller representations with different evolutionary algorithms, one of which introduces a...”
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Estimating Rate-Distortion Functions Using the Energy-Based Model di Wu, Shitong, Xu, Sicheng, Chen, Lingyi, Wu, Huihui, Zhang, Wenyi

Sommario: “... theoretical limits for compression performance and guiding the source coding design, with both theoretical...”
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Secure Best Arm Identification in the Presence of a Copycat di Cohen, Asaf, Günlü, Onur

Sommario: “...{T}{d}\right)$ exponent. In this paper, we propose a secure algorithm that plays with \emph{coded arms...”
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Block-encodings as programming abstractions: The Eclipse Qrisp BlockEncoding Interface di Petrič, Matic, Zander, René

Sommario: “...Block-encoding is a foundational technique in modern quantum algorithms, enabling...”
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A Tutorial and Use Case Example of the eXtreme Gradient Boosting (XGBoost) Artificial Intelligence Algorithm for Drug Development Applications di Matthew Wiens, Alissa Verone‐Boyle, Nick Henscheid, Jagdeep T. Podichetty, Jackson Burton

Sommario: “... and implementation of the popular eXtreme gradient boosting (XGBoost) algorithm for classification and regression...”
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The lattice Boltzmann method for fluid flows at relaxation time equal one: performance study di Bacza, Maja, Tomczak, Tadeusz, Matyka, Maciej

Sommario: “...Running large-scale computer codes for huge fluid flow problems requires not only large...”
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Weyl-Heisenberg Transform Capabilities in JPEG Compression Standard di Asiryan, V., Volchkov, V., Papulovskaya, N.

Sommario: “... and information coding. Based on DWHT, a new version of the JPEG compression algorithm was developed...”
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RecFlow: An Industrial Full Flow Recommendation Dataset di Liu, Qi, Zheng, Kai, Huang, Rui, Li, Wuchao, Cai, Kuo, Chai, Yuan, Niu, Yanan, Hui, Yiqun, Han, Bing, Mou, Na, Wang, Hongning, Bao, Wentian, Yu, Yunen, Zhou, Guorui, Li, Han, Song, Yang, Lian, Defu, Gai, Kun

Sommario: “... on the exposure space, where novel RS algorithms are trained and evaluated. However, when these algorithms...”
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