Suchergebnisse - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Towards a Domain-Specific Modelling Environment for Reinforcement Learning von Sinani, Natalie, Salma, Sahil, Boutot, Paul, Mustafiz, Sadaf

Inhaltsangabe: “… in a wide range of domains. However, due to the complexity associated with machine learning algorithms …”
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Novelty-based Sample Reuse for Continuous Robotics Control von Duan, Ke, Yang, Kai, Liu, Houde, Wang, Xueqian

Inhaltsangabe: “… the convergence rate and success rate of algorithms without significantly increasing time consumption. Our code …”
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CLAP: Concave Linear APproximation for Quadratic Graph Matching von Liang, Yongqing, Han, Huijun, Li, Xin

Inhaltsangabe: “… can subsequently be solved using the Sinkhorn optimal transport algorithm, known for its enhanced …”
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SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions von Zhang, Hongchao, Qin, Zhizhen, Gao, Sicun, Clark, Andrew

Inhaltsangabe: “… algorithm that introduces a novel regularizer to reduce the number of activation regions at the safety …”
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Modular addition without black-boxes: Compressing explanations of MLPs that compute numerical integration von Yip, Chun Hei, Agrawal, Rajashree, Chan, Lawrence, Gross, Jason

Inhaltsangabe: “… The goal of mechanistic interpretability is discovering simpler, low-rank algorithms implemented …”
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ColorGrid: A Multi-Agent Non-Stationary Environment for Goal Inference and Assistance von Risukhin, Andrey, Rao, Kavel, Caffee, Ben, Fan, Alan

Inhaltsangabe: “… by IPPO. To support benchmarking future MARL algorithms, we release our environment code, model …”
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LLM-ProS: Analyzing Large Language Models' Performance in Competitive Problem Solving von Hossain, Md Sifat, Tabassum, Anika, Arefin, Md. Fahim, Zaman, Tarannum Shaila

Inhaltsangabe: “… problem-solving tasks such as algorithmic coding and competitive programming. This paper introduces a …”
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Towards Practical First-Order Model Counting von Kidambi, Ananth K., Singh, Guramrit, Dilkas, Paulius, Meel, Kuldeep S.

Inhaltsangabe: “… functions. The primary contribution of this work is a fully automated compilation algorithm, called Crane2 …”
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Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design von Uehara, Masatoshi, Su, Xingyu, Zhao, Yulai, Li, Xiner, Regev, Aviv, Ji, Shuiwang, Levine, Sergey, Biancalani, Tommaso

Inhaltsangabe: “… downstream reward functions during inference. While numerous algorithms for reward-guided generation have …”
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Split Gibbs Discrete Diffusion Posterior Sampling von Chu, Wenda, Wu, Zihui, Chen, Yifan, Song, Yang, Yue, Yisong

Inhaltsangabe: “… plug-and-play discrete diffusion posterior sampling algorithm based on split Gibbs sampling, which we …”
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Robust Self-Reconfiguration for Fault-Tolerant Control of Modular Aerial Robot Systems von Huang, Rui, Tang, Siyu, Cai, Zhiqian, Zhao, Lin

Inhaltsangabe: “… -reconstruction algorithm that maximizes the controllability margin at each intermediate stage. Specifically, we …”
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A Scalable Synthesis Algorithm for Reversible Functions von Sarvaghad-Moghaddam, Moein, Zamani, Morteza Saheb, Sedighi, Mehdi

Inhaltsangabe: “… adaptation of the Quine-McCluskey algorithm to eliminate input-output discrepancies in the truth table …”
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Computational inverse design of acoustoplasmonic metasurfaces von Holland, Julia E., Boechler, Nicholas, Poulikakos, Lisa V.

Inhaltsangabe: “… inverse acoustoplasmonic metasurface design algorithm for desired optically-generated acoustic wave fields …”
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OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration von Li, Shijun, Hasson, Hilaf, Ghosh, Joydeep

Inhaltsangabe: “… , such as high-quality code generation and arithmetic reasoning. However, the development of such systems often …”
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Agent-based Monte Carlo simulations for reaction-diffusion models, population dynamics, and epidemic spreading von Swailem, Mohamed, Dobramysl, Ulrich, Mukhamadiarov, Ruslan, Täuber, Uwe C.

Inhaltsangabe: “… for the practical implementation of Monte Carlo algorithms, provide sample codes, explain some typical data analysis …”
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GS-NBV: a Geometry-based, Semantics-aware Viewpoint Planning Algorithm for Avocado Harvesting under Occlusions von Song, Xiao'ao, Karydis, Konstantinos

Inhaltsangabe: “… -aware viewpoint-planning algorithm to address these challenges. The planning process involves three key …”
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An Algorithm for Automated Extraction of Resonance Parameters from the Stabilization Method von Langner, Johanna, Sadhukhan, Anjan, Saha, Jayanta K., Witek, Henryk A.

Inhaltsangabe: “… algorithm implemented as an open-access \texttt{Python} code, which offers full automation …”
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Multi-Task Multi-Agent Reinforcement Learning via Skill Graphs von Zhu, Guobin, Zhou, Rui, Ji, Wenkang, Zhang, Hongyin, Wang, Donglin, Zhao, Shiyu

Inhaltsangabe: “… outperforms the latest hierarchical MAPPO algorithms. Videos and code are available at https://github.com …”
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Causal identification with $Y_0$ von Hoyt, Charles Tapley, Bakker, Craig, Callahan, Richard J., Cottam, Joseph, George, August, Gyori, Benjamin M., Hummel, Haley M., Merrill, Nathaniel, Taheri, Sara Mohammad, Navada, Pruthvi Prakash, Parent, Marc-Antoine, Rupe, Adam, Vitek, Olga, Zucker, Jeremy

Inhaltsangabe: “… We present the $Y_0$ Python package, which implements causal identification algorithms that apply …”
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Discovering Transformer Circuits via a Hybrid Attribution and Pruning Framework von Gu, Hao, Nair, Vibhas, Kumar, Amrithaa Ashok, Sharma, Jayvart, Lagasse, Ryan

Inhaltsangabe: “… subnetworks, or circuits, that accomplish specific tasks. Existing circuit discovery algorithms face a …”
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