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有關 Towards Explainable Decision Making with Neural Program Synthesis and Library Learning. 的學術文章 | |
Program synthesis with large language models - Austin - 1332 個引述 … model for code with multi-turn program synthesis - Nijkamp - 969 個引述 Visual analytics for explainable deep learning - Choo - 329 個引述 | |
Towards Explainable Decision Making with Neural ...
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由 M Eberhardinger 著作2023被引用 2 次 — We compare our methods with traditional and state-of-the-art program synthesis systems and justify the necessity of the curriculum and library learning module ...
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Decision Making
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23.04.2022: We are glad to announce that the paper 'Towards Explainable Decision Making with Neural Program Synthesis and Library Learning'', by Manuel ...
NeSy2023 Programme Outline
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Towards Explainable Decision Making with Neural Program Synthesis and Library Learning ... RL-Net: Interpretable Rule Learning with Neural Networks.
Manuel Eberhardinger
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2024年10月7日 — ... Learning with Genetic Programming. ICSI (1) ... Towards Explainable Decision Making with Neural Program Synthesis and Library Learning.
Attending the 17th International Workshop on Neural ...
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2023年7月19日 — Our PhD student Manuel Eberhardinger presented the paper “Towards Explainable Decision Making with Neural Program Synthesis and Library Learning ...
Efficient and Reliable Chain-Oriented Objective Logic with ...
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2024年12月5日 — Towards explainable decision making with neural program synthesis and library learning. In NeSy, pp. 348–368, 2023. Ellis et al. (2023) ...
NeSy 2023 Neural-Symbolic Learning and Reasoning 2023
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2023年7月5日 — Towards Explainable Decision Making with Neural Program Synthesis and Library Learning 348-368. Manuel Eberhardinger, Johannes Maucher ...
arXiv:2407.14714v1 [cs.AI] 20 Jul 2024
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由 M Eberhardinger 著作2024被引用 1 次 — In this work, we propose a genetic programming framework to generate explanations for the decision-making process of already trained agents by ...
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Toward Neural-Network-Guided Program Synthesis and ...
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由 N Kobayashi 著作2021被引用 8 次 — We propose a novel framework of program and invariant synthesis called neural network-guided synthesis. We first show that, by suitably designing and ...
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Towards Explainable Decision Making with Neural Program Synthesis and Library Learning. Michael Akintunde, Elena Botoeva, Panagiotis Kouvaros and Alessio ...