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Neurosymbolic Artificial Intelligence - Kansas State University Conference series on Neurosymbolic Learning and Reasoning NeSy 2025, 19th International Conference on Neuro-Symbolic Artificial Intelligence: Current Trends AI Communications 34 (3), 197-209, 2022 Hoifung Poon, Gerson Zaverucha, Neural-Symbolic Learning and Reasoning: A Survey and Interpretation In: Pascal Hitzler, Md Kamruzzaman
Towards Data-And Knowledge-Driven AI: A Survey on Neuro-Symbolic . . . Abstract: Neural-symbolic computing (NeSy), which pursues the integration of the symbolic and statistical paradigms of cognition, has been an active research area of Artificial Intelligence (AI) for many years As NeSy shows promise of reconciling the advantages of reasoning and interpretability of symbolic representation and robust learning in neural networks, it may serve as a catalyst for
[2505. 06191] Neuro-Symbolic Concepts - arXiv. org To facilitate learning and reasoning, the concepts are typed and represented using a combination of symbolic programs and neural network representations Leveraging such neuro-symbolic concepts, the agent can efficiently learn and recombine them to solve various tasks across different domains, ranging from 2D images, videos, 3D scenes, and robotic manipulation tasks
NeSy2025 updated CfP: 19th International Conference on Neurosymbolic . . . We invite you to submit papers to the 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), held in Santa Cruz (CA, USA) from September 8-10, 2025 NeSy is the premier annual conference of the research community working on neurosymbolic AI, integrating symbolic and neural approaches to learning, reasoning, and problem-solving in AI
Neuro-symbolic artificial intelligence: a survey | Neural Computing and . . . The goal of the growing discipline of neuro-symbolic artificial intelligence (AI) is to develop AI systems with more human-like reasoning capabilities by combining symbolic reasoning with connectionist learning We survey the literature on neuro-symbolic AI during the last two decades, including books, monographs, review papers, contribution pieces, opinion articles, foundational workshops
NeSy 2025: Call for Papers on Neurosymbolic Methods We are pleased to announce the Neurosymbolic Methods for Trustworthy and Interpretable AI special track at the 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025) This special track aims to bring together researchers working on neurosymbolic approaches to develop AI systems that are transparent, fair, robust, and ethically aligned
[2501. 05435] Neuro-Symbolic AI in 2024: A Systematic Review - arXiv. org Background: The field of Artificial Intelligence has undergone cyclical periods of growth and decline, known as AI summers and winters Currently, we are in the third AI summer, characterized by significant advancements and commercialization, particularly in the integration of Symbolic AI and Sub-Symbolic AI, leading to the emergence of Neuro-Symbolic AI Methods: The review followed the
Neurosymbolic AI for Reasoning Over Knowledge Graphs: A Survey Neurosymbolic artificial intelligence (AI) is an increasingly active area of research that combines symbolic reasoning methods with deep learning to leverage their complementary benefits As knowledge graphs (KGs) are becoming a popular way to represent heterogeneous and multirelational data, methods for reasoning on graph structures have attempted to follow this neurosymbolic paradigm
Neuro-Symbolic AI Explained: The Future of Smarter AI 2025 Real-World Applications of Neuro-Symbolic AI Neuro-symbolic AI is a theoretical innovation However, it is already transforming real-world industries It combines the intuitive learning power of neural networks with the precision and structure of symbolic reasoning This hybrid approach enables AI systems to act smarter, reason better, and adapt to complex situations
NeSy2025: 19th International Conference on Neurosymbolic Learning and . . . Submit your papers to the 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), held in Santa Cruz, CA, USA from September 8-10, 2025 NeSy is the premier annual conference of the research community working on neurosymbolic AI, integrating symbolic and neural approaches to learning, reasoning, and problem-solving in AI