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pro vyhledávání: '"Badreddine, Samy"'
The field of neuro-symbolic artificial intelligence (NeSy), which combines learning and reasoning, has recently experienced significant growth. There now are a wide variety of NeSy frameworks, each with its own specific language for expressing backgr
Externí odkaz:
http://arxiv.org/abs/2405.00532
The AI community is increasingly focused on merging logic with deep learning to create Neuro-Symbolic (NeSy) paradigms and assist neural approaches with symbolic knowledge. A significant trend in the literature involves integrating axioms and facts i
Externí odkaz:
http://arxiv.org/abs/2306.14546
Publikováno v:
Expert Systems with Applications, Volume 224, 15 August 2023, 120041
Determining proper quantities for ingredients is an essential part of cooking practice from the perspective of enriching tastiness and promoting healthiness. We introduce KitchenScale, a fine-tuned Pre-trained Language Model (PLM) that predicts a tar
Externí odkaz:
http://arxiv.org/abs/2304.10739
In this paper, we introduce Interval Real Logic (IRL), a two-sorted logic that interprets knowledge such as sequential properties (traces) and event properties using sequences of real-featured data. We interpret connectives using fuzzy logic, event d
Externí odkaz:
http://arxiv.org/abs/2303.17892
Publikováno v:
Artificial Intelligence, Volume 303, February 2022, 103649
Artificial Intelligence agents are required to learn from their surroundings and to reason about the knowledge that has been learned in order to make decisions. While state-of-the-art learning from data typically uses sub-symbolic distributed represe
Externí odkaz:
http://arxiv.org/abs/2012.13635
Autor:
Badreddine, Samy, Spranger, Michael
Human ability at solving complex tasks is helped by priors on object and event semantics of their environment. This paper investigates the use of similar prior knowledge for transfer learning in Reinforcement Learning agents. In particular, the paper
Externí odkaz:
http://arxiv.org/abs/1906.06576
Akademický článek
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Publikováno v:
In Artificial Intelligence February 2022 303
Autor:
Debnath, Tanoy1 (AUTHOR) kuettanoydebnath@gmail.com, Badreddine, Samy1 (AUTHOR), Kumari, Priyadarshini1 (AUTHOR), Spranger, Michael1 (AUTHOR)
Publikováno v:
PLoS ONE. 8/11/2023, Vol. 18 Issue 8, p1-14. 14p.