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Poster
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Wed 17:00
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ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Mohit Shridhar · Eric Yuan · Marc-Alexandre Cote · Yonatan Bisk · Adam Trischler · Matthew Hausknecht
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Poster
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Wed 1:00
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Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Alihan Hüyük · Daniel Jarrett · Cem Tekin · Mihaela van der Schaar
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Poster
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Mon 9:00
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Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks
Timothy Castiglia · Anirban Das · Stacy Patterson
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Poster
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Tue 9:00
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Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
Daochen Zha · Wenye Ma · Lei Yuan · Xia Hu · Ji Liu
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Poster
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Thu 9:00
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Hierarchical Reinforcement Learning by Discovering Intrinsic Options
Jesse Zhang · Haonan Yu · Wei Xu
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Poster
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Mon 1:00
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On Learning Universal Representations Across Languages
Xiangpeng Wei · Rongxiang Weng · Yue Hu · Luxi Xing · Heng Yu · Weihua Luo
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Poster
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Thu 9:00
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Domain-Robust Visual Imitation Learning with Mutual Information Constraints
Edoardo Cetin · Oya Celiktutan
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Poster
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Wed 17:00
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Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System
Jianhong Wang · Yuan Zhang · Tae-Kyun Kim · Yunjie Gu
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