Výsledky vyhledávání - "PATEL, Jignesh"

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Enhancing Vehicle Aerodynamics with Deep Reinforcement Learning in Voxelised Models

Autor: Patel, Jignesh, Spyridis, Yannis, Argyriou, Vasileios

Aerodynamic design optimisation plays a crucial role in improving the performance and efficiency of automotive vehicles. This paper presents a novel approach for aerodynamic optimisation in car design using deep reinforcement learning (DRL). Traditio

Externí odkaz: http://arxiv.org/abs/2405.11492

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ReAcTable: Enhancing ReAct for Table Question Answering

Autor: Zhang, Yunjia, Henkel, Jordan, Floratou, Avrilia, Cahoon, Joyce, Deep, Shaleen, Patel, Jignesh M.

Table Question Answering (TQA) presents a substantial challenge at the intersection of natural language processing and data analytics. This task involves answering natural language (NL) questions on top of tabular data, demanding proficiency in logic

Externí odkaz: http://arxiv.org/abs/2310.00815

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VIP Hashing -- Adapting to Skew in Popularity of Data on the Fly (extended version)

Autor: Kakaraparthy, Aarati, Patel, Jignesh M., Kroth, Brian P., Park, Kwanghyun

All data is not equally popular. Often, some portion of data is more frequently accessed than the rest, which causes a skew in popularity of the data items. Adapting to this skew can improve performance, and this topic has been studied extensively in

Externí odkaz: http://arxiv.org/abs/2206.12380

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