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173 Results
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Poster
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Tue 18:30 |
Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning Jiarui Jin · Sijin Zhou · Weinan Zhang · Tong He · Yong Yu · Rasool Fakoor |
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Poster
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Tue 18:30 |
SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning Jongjin Park · Younggyo Seo · Jinwoo Shin · Honglak Lee · Pieter Abbeel · Kimin Lee |
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Poster
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Mon 2:30 |
The Role of Pretrained Representations for the OOD Generalization of RL Agents Frederik Träuble · Andrea Dittadi · Manuel Wuthrich · Felix Widmaier · Peter Gehler · Ole Winther · Francesco Locatello · Olivier Bachem · Bernhard Schoelkopf · Stefan Bauer |
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Workshop
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Contrastive learning of image- and structure-based representations in drug discovery Ana Sanchez-Fernandez · Elisabeth Rumetshofer · Sepp Hochreiter · Günter Klambauer |
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Poster
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Thu 10:30 |
A Loss Curvature Perspective on Training Instabilities of Deep Learning Models Justin Gilmer · Behrooz Ghorbani · Ankush Garg · Sneha Kudugunta · Behnam Neyshabur · David Cardoze · George Dahl · Zachary Nado · Orhan Firat |