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10 Results

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Poster
Thu 14:00 Large Language Models are Zero-Shot Reasoners
Takeshi Kojima · Shixiang (Shane) Gu · Machel Reid · Yutaka Matsuo · Yusuke Iwasawa
Poster
Tue 14:00 Exploring Length Generalization in Large Language Models
Cem Anil · Yuhuai Wu · Anders Andreassen · Aitor Lewkowycz · Vedant Misra · Vinay Ramasesh · Ambrose Slone · Guy Gur-Ari · Ethan Dyer · Behnam Neyshabur
Workshop
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer
Lucio M Dery · Abram Friesen · Nando de Freitas · Marc'Aurelio Ranzato · Yutian Chen
Poster
Thu 14:00 The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning
Yunhao Tang · Remi Munos · Mark Rowland · Bernardo Avila Pires · Will Dabney · Marc Bellemare
Workshop
Mind the Retrosynthesis Gap: Bridging the divide between Single-step and Multi-step Retrosynthesis Prediction
Alan Kai Hassen · Paula Torren-Peraire · Samuel Genheden · Jonas Verhoeven · Mike Preuss · Igor Tetko
Poster
Wed 14:00 Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
Fengzhuo Zhang · Boyi Liu · Kaixin Wang · Vincent Tan · Zhuoran Yang · Zhaoran Wang
Poster
Thu 9:00 Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments
Hugo Caselles-Dupré · Olivier Sigaud · Mohamed CHETOUANI
Poster
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
Poster
Wed 14:00 ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
Yihong Chen · Pushkar Mishra · Luca Franceschi · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel
Poster
Thu 9:00 Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
Eugene Vinitsky · Nathan Lichtlé · Xiaomeng Yang · Brandon Amos · Jakob Foerster