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pro vyhledávání: '"Vaishak Belle"'
Autor:
Vaishak Belle
Publikováno v:
Royal Society Open Science, Vol 10, Iss 9 (2023)
Probabilistic planning attempts to incorporate stochastic models directly into the planning process, which is the problem of synthesizing a sequence of actions that achieves some objective for a putative agent. Probabilistic programming has rapidly e
Externí odkaz:
https://doaj.org/article/67325d2951104c8cbfddefa7cf257168
Autor:
Miguel-Angel Mendez Lucero, Rafael-Michael Karampatsis, Enrique Bojorquez Gallardo, Vaishak Belle
Publikováno v:
Frontiers in Artificial Intelligence, Vol 5 (2022)
In a seminal book, Minsky and Papert define the perceptron as a limited implementation of what they called “parallel machines.” They showed that some binary Boolean functions including XOR are not definable in a single layer perceptron due to its
Externí odkaz:
https://doaj.org/article/83b66988b0884343ba2726f591a746f5
Publikováno v:
Frontiers in Artificial Intelligence, Vol 5 (2022)
In many scenarios where robots or autonomous systems may be deployed, the capacity to infer and reason about the intentions of other agents can improve the performance or utility of the system. For example, a smart home or assisted living facility is
Externí odkaz:
https://doaj.org/article/ac8ac1454b7043fb943efd35786ab7a4
Autor:
Vaishak Belle, Ioannis Papantonis
Publikováno v:
Frontiers in Big Data, Vol 4 (2021)
Artificial intelligence (AI) provides many opportunities to improve private and public life. Discovering patterns and structures in large troves of data in an automated manner is a core component of data science, and currently drives applications in
Externí odkaz:
https://doaj.org/article/755525cda3364cde86e80267454ece17
Autor:
Ioannis Papantonis, Vaishak Belle
Publikováno v:
Frontiers in Artificial Intelligence, Vol 4 (2021)
Incorporating constraints is a major concern in probabilistic machine learning. A wide variety of problems require predictions to be integrated with reasoning about constraints, from modeling routes on maps to approving loan predictions. In the forme
Externí odkaz:
https://doaj.org/article/b8700127cb4147d9a1bc9524b2c7c223
Chapter pre-print to appear in "Compendium of Neuro-SymbolicArtificial Intelligence", IOS Press, 2023
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7b4064b214999846256d8b862851129f
Autor:
Vaishak Belle
The societal and technological impact of AI is likely to be profound, garnering unparalleled attention on social media and news outlets. There is an urgent need to understand precisely how the recent advancements in AI will impact various fields, ran
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::67ae59c1126bcfc28eeafc5052c732fb
Autor:
Vaishak Belle
The unification of the first-order logic and probability has been seen as a long-standing concern in philosophy, AI and mathematics. In this talk, I will briefly review our recent results on revisiting that unification. Although there are plenty of a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::164ed12362d0552b0e3e04ebcfb9ea67
Autor:
Ionela Mocanu, Vaishak Belle
Human beings are known for their remarkable ability to comprehend, analyze, and interpret commonsense knowledge. This ability is critical for exhibiting intelligent behavior, often defined as a mapping from beliefs to actions, which has led to attemp
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::10498b90cb6f00cc244248390f9ecddd
Autor:
Vaishak Belle
In this article, we informally review logical reasoning abilities of large language models, and how that seems to suggest that these models are neither deep thinkers nor an existential threat, in the sense of a rogue autonomous agent. Sample conversa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9fa2f39ac3704362c4a89dd17471602d