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Matthew Hausknecht

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UniMASK: Unified Inference in Sequential Decision Problems

Nov 20, 2022
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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MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control

Aug 15, 2022
Nolan Wagener, Andrey Kolobov, Felipe Vieira Frujeri, Ricky Loynd, Ching-An Cheng, Matthew Hausknecht

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Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers

Apr 28, 2022
Micah Carroll, Jessy Lin, Orr Paradise, Raluca Georgescu, Mingfei Sun, David Bignell, Stephanie Milani, Katja Hofmann, Matthew Hausknecht, Anca Dragan, Sam Devlin

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One-Shot Learning from a Demonstration with Hierarchical Latent Language

Mar 09, 2022
Nathaniel Weir, Xingdi Yuan, Marc-Alexandre Côté, Matthew Hausknecht, Romain Laroche, Ida Momennejad, Harm Van Seijen, Benjamin Van Durme

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Consistent Dropout for Policy Gradient Reinforcement Learning

Feb 23, 2022
Matthew Hausknecht, Nolan Wagener

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Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark

Mar 29, 2021
Sharada Mohanty, Jyotish Poonganam, Adrien Gaidon, Andrey Kolobov, Blake Wulfe, Dipam Chakraborty, Gražvydas Šemetulskis, João Schapke, Jonas Kubilius, Jurgis Pašukonis, Linas Klimas, Matthew Hausknecht, Patrick MacAlpine, Quang Nhat Tran, Thomas Tumiel, Xiaocheng Tang, Xinwei Chen, Christopher Hesse, Jacob Hilton, William Hebgen Guss, Sahika Genc, John Schulman, Karl Cobbe

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Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents

Mar 25, 2021
Shunyu Yao, Karthik Narasimhan, Matthew Hausknecht

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ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Oct 08, 2020
Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, Yonatan Bisk, Adam Trischler, Matthew Hausknecht

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Keep CALM and Explore: Language Models for Action Generation in Text-based Games

Oct 06, 2020
Shunyu Yao, Rohan Rao, Matthew Hausknecht, Karthik Narasimhan

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How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds

Jun 12, 2020
Prithviraj Ammanabrolu, Ethan Tien, Matthew Hausknecht, Mark O. Riedl

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