Search Results - coding (algorithmics OR (algorithm OR (algorithmssics OR (algorithm OR algorithm))))

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

Table of Contents: “… 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 by Duan, Ke, Yang, Kai, Liu, Houde, Wang, Xueqian

Table of Contents: “… 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 by Liang, Yongqing, Han, Huijun, Li, Xin

Table of Contents: “… 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 by Zhang, Hongchao, Qin, Zhizhen, Gao, Sicun, Clark, Andrew

Table of Contents: “… 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 by Yip, Chun Hei, Agrawal, Rajashree, Chan, Lawrence, Gross, Jason

Table of Contents: “…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 by Risukhin, Andrey, Rao, Kavel, Caffee, Ben, Fan, Alan

Table of Contents: “… 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 by Hossain, Md Sifat, Tabassum, Anika, Arefin, Md. Fahim, Zaman, Tarannum Shaila

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

Table of Contents: “… 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 by Uehara, Masatoshi, Su, Xingyu, Zhao, Yulai, Li, Xiner, Regev, Aviv, Ji, Shuiwang, Levine, Sergey, Biancalani, Tommaso

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

Table of Contents: “… 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 by Huang, Rui, Tang, Siyu, Cai, Zhiqian, Zhao, Lin

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

Table of Contents: “… 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 by Holland, Julia E., Boechler, Nicholas, Poulikakos, Lisa V.

Table of Contents: “… 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 by Li, Shijun, Hasson, Hilaf, Ghosh, Joydeep

Table of Contents: “…, 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 by Swailem, Mohamed, Dobramysl, Ulrich, Mukhamadiarov, Ruslan, Täuber, Uwe C.

Table of Contents: “… 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 by Song, Xiao'ao, Karydis, Konstantinos

Table of Contents: “…-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 by Langner, Johanna, Sadhukhan, Anjan, Saha, Jayanta K., Witek, Henryk A.

Table of Contents: “… 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 by Zhu, Guobin, Zhou, Rui, Ji, Wenkang, Zhang, Hongyin, Wang, Donglin, Zhao, Shiyu

Table of Contents: “… outperforms the latest hierarchical MAPPO algorithms. Videos and code are available at https://github.com…”
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Causal identification with $Y_0$ by 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

Table of Contents: “…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 by Gu, Hao, Nair, Vibhas, Kumar, Amrithaa Ashok, Sharma, Jayvart, Lagasse, Ryan

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