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Workshop
Hierarchical Agents by Combining Language Generation and Semantic Goal Directed RL
Bharat Prakash · Nicholas Waytowich · Tim Oates · Tinoosh Mohsenin
Workshop
Fri 12:35 Out-of-Distribution Detection and Selective Generation for Conditional Language Models
Jie Ren · Jiaming Luo · Yao Zhao · Kundan Krishna · Mohammad Saleh · Balaji Lakshminarayanan · Peter Liu
Poster
Tue 9:00 Improving Intrinsic Exploration with Language Abstractions
Jesse Mu · Victor Zhong · Roberta Raileanu · Minqi Jiang · Noah Goodman · Tim Rocktäschel · Edward Grefenstette
Workshop
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
Jie Ren · Jiaming Luo · Yao Zhao · Kundan Krishna · Mohammad Saleh · Balaji Lakshminarayanan · Peter Liu
Workshop
Improving the Robustness of Conditional Language Models by Detecting and Removing Input Noise
Kundan Krishna · Yao Zhao · Jie Ren · Balaji Lakshminarayanan · Jiaming Luo · Mohammad Saleh · Peter Liu
Poster
Wed 9:00 Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
Alekh Agarwal · Tong Zhang
Poster
Tue 14:00 Deep Hierarchical Planning from Pixels
Danijar Hafner · Kuang-Huei Lee · Ian Fischer · Pieter Abbeel
Poster
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