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pro vyhledávání: '"combinatorial reasoning"'
Autor:
Zawalski, Michał, Góral, Gracjan, Tyrolski, Michał, Wiśnios, Emilia, Budrowski, Franciszek, Kuciński, Łukasz, Miłoś, Piotr
Efficiently tackling combinatorial reasoning problems, particularly the notorious NP-hard tasks, remains a significant challenge for AI research. Recent efforts have sought to enhance planning by incorporating hierarchical high-level search strategie
Externí odkaz:
http://arxiv.org/abs/2406.03361
Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization
Autor:
Esencan, Mert, Kumar, Tarun Advaith, Asanjan, Ata Akbari, Lott, P. Aaron, Mohseni, Masoud, Unlu, Can, Venturelli, Davide, Ho, Alan
Recent Large Language Models (LLMs) have demonstrated impressive capabilities at tasks that require human intelligence and are a significant step towards human-like artificial intelligence (AI). Yet the performance of LLMs at reasoning tasks have bee
Externí odkaz:
http://arxiv.org/abs/2407.00071
Recent works show that the largest of the large language models (LLMs) can solve many simple reasoning tasks expressed in natural language, without any/much supervision. But, can they also solve challenging first-order combinatorial reasoning problem
Externí odkaz:
http://arxiv.org/abs/2402.02611
Autor:
Rui Zhang1, Bao-Ping Cai1 caibaoping@upc.edu.cn, Chao Yang1, Yu-Ming Zhou2, Yong-Hong Liu1, Xin-Yang Qi1
Publikováno v:
Petroleum Science (KeAi Communications Co.). Aug2024, Vol. 21 Issue 4, p2758-2768. 11p.
Autor:
Duane DeTemple, William Webb
Written by two well-known scholars in the field, Combinatorial Reasoning: An Introduction to the Art of Counting presents a clear and comprehensive introduction to the concepts and methodology of beginning combinatorics. Focusing on modern techniques
Akademický článek
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Motion planning for urban environments with numerous moving agents can be viewed as a combinatorial problem. With passing an obstacle before, after, right or left, there are multiple options an autonomous vehicle could choose to execute. These combin
Externí odkaz:
http://arxiv.org/abs/2207.04418
Akademický článek
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