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46 Results
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Workshop
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Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization Stone Tao · Xiaochen Li · Tongzhou Mu · Zhiao Huang · Yuzhe Qin · Hao Su |
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Poster
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Thu 9:00 |
A Benchmark for Compositional Visual Reasoning Aimen Zerroug · Mohit Vaishnav · Julien Colin · Sebastian Musslick · Thomas Serre |
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Poster
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Wed 9:00 |
Semantic Exploration from Language Abstractions and Pretrained Representations Allison Tam · Neil Rabinowitz · Andrew Lampinen · Nicholas Roy · Stephanie Chan · DJ Strouse · Jane Wang · Andrea Banino · Felix Hill |
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Poster
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Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning Riashat Islam · Hongyu Zang · Anirudh Goyal · Alex Lamb · Kenji Kawaguchi · Xin Li · Romain Laroche · Yoshua Bengio · Remi Tachet des Combes |
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Expo Workshop
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Mon 12:00 |
High-level abstractions with TensorFlow |
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Poster
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Tue 9:00 |
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems Miguel Suau · Jinke He · Mustafa Mert Çelikok · Matthijs Spaan · Frans Oliehoek |
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Poster
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Tue 9:00 |
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada · Lakshmi Sathidevi · Ran Liu · Nauman Ahad · Joy Jackson · Mehdi Azabou · Jingyun Xiao · Christopher Liding · Matthew Jin · Carolina Urzay · William Gray-Roncal · Erik Johnson · Eva Dyer |
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Poster
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Thu 14:00 |
Using natural language and program abstractions to instill human inductive biases in machines Sreejan Kumar · Carlos G. Correa · Ishita Dasgupta · Raja Marjieh · Michael Y Hu · Robert Hawkins · Jonathan D Cohen · nathaniel daw · Karthik Narasimhan · Tom Griffiths |
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Poster
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Tue 9:00 |
Neural Abstractions Alessandro Abate · Alec Edwards · Mirco Giacobbe |
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Poster
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Thu 9:00 |
LISA: Learning Interpretable Skill Abstractions from Language Divyansh Garg · Skanda Vaidyanath · Kuno Kim · Jiaming Song · Stefano Ermon |
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Poster
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Wed 14:00 |
Compositional generalization through abstract representations in human and artificial neural networks Takuya Ito · Tim Klinger · Doug Schultz · John Murray · Michael Cole · Mattia Rigotti |
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Poster
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Tue 14:00 |
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen · Kyle Lo · Lauren Yu · Nathan Dahlberg · Margo Schlanger · Doug Downey |