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93 Results
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Poster
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Wed 9:00 |
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning Vindula Jayawardana · Catherine Tang · Sirui Li · Dajiang Suo · Cathy Wu |
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Workshop
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STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables Jaehyun Nam · Jihoon Tack · Kyungmin Lee · Hankook Lee · Jinwoo Shin |
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Poster
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Wed 9:00 |
Uni[MASK]: Unified Inference in Sequential Decision Problems Micah Carroll · Orr Paradise · Jessy Lin · Raluca Georgescu · Mingfei Sun · David Bignell · Stephanie Milani · Katja Hofmann · Matthew Hausknecht · Anca Dragan · Sam Devlin |
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Poster
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Wed 14:00 |
Active Learning Helps Pretrained Models Learn the Intended Task Alex Tamkin · Dat Nguyen · Salil Deshpande · Jesse Mu · Noah Goodman |
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Poster
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Tue 9:00 |
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward Daejin Jo · Sungwoong Kim · Daniel Nam · Taehwan Kwon · Seungeun Rho · Jongmin Kim · Donghoon Lee |
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Poster
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Wed 14:00 |
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks Shariq Iqbal · Robby Costales · Fei Sha |
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Poster
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LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning Mingyu Yang · Jian Zhao · Xunhan Hu · Wengang Zhou · Jiangcheng Zhu · Houqiang Li |
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Workshop
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Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems Yihao Feng · Shentao Yang · Shujian Zhang · Jianguo Zhang · Caiming Xiong · Mingyuan Zhou · Huan Wang |
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Poster
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Heterogeneous Skill Learning for Multi-agent Tasks Yuntao Liu · Yuan Li · Xinhai Xu · Yong Dou · Donghong Liu |
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Poster
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Thu 9:00 |
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao · Howard Chen · John Yang · Karthik Narasimhan |
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Workshop
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Robust task-specific adaption of models for drug-target interaction prediction Emma Svensson · Pieter-Jan Hoedt · Sepp Hochreiter · Günter Klambauer |
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Poster
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Thu 9:00 |
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding Minghao Xu · Zuobai Zhang · Jiarui Lu · Zhaocheng Zhu · Yangtian Zhang · Ma Chang · Runcheng Liu · Jian Tang |