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44 Results
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Workshop
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Sat 9:15 |
Hierarchical Reinforcement Learning with AI Planning Models Junkyu Lee · Michael Katz · Don Joven Agravante · Miao Liu · Geraud Nangue Tasse · Tim Klinger · Shirin Sohrabi Araghi |
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Poster
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Thu 15:00 |
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts Emanuele Marconato · Stefano Teso · Antonio Vergari · Andrea Passerini |
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Workshop
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Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures Michael Hersche · Francesco Di Stefano · Thomas Hofmann · Abu Sebastian · Abbas Rahimi |
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Workshop
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Sat 12:15 |
PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning Hao Zhang · Tianpei Yang · YAN ZHENG · Jianye Hao · Matthew Taylor |
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Poster
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Tue 8:45 |
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs CHEN SHENGYUAN · Yunfeng Cai · Huang Fang · Xiao Huang · Mingming Sun |
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Poster
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Tue 15:15 |
Neuro-symbolic Learning Yielding Logical Constraints Zenan Li · Yunpeng Huang · Zhaoyu Li · Yuan Yao · Jingwei Xu · Taolue Chen · Xiaoxing Ma · Jian Lu |
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Workshop
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Augmenting Large Language Models with Symbolic Rule Learning for Robust Numerical Reasoning Hadeel Al-Negheimish · Pranava Madhyastha · Alessandra Russo |
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Workshop
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Learning How to Create Generalizable Hierarchies for Robot Planning Naman Shah · Siddharth Srivastava |
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Workshop
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Learning Generalizable Visual Task Through Interaction Weiwei Gu · Anant Sah · Nakul Gopalan |
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Competition
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Fri 13:45 |
Invited Talk 3: Neuro-Symbolic AI with Tractable Deep Generative Models Guy Van den Broeck |
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Workshop
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Paper 7: Neural Task Synthesis for Visual Programming Victor-Alexandru Pădurean · Georgios Tzannetos · Adish Singla |
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Poster
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Wed 15:00 |
Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning Xiaoqian Wu · Yong-Lu Li · Jianhua Sun · Cewu Lu |