McIlraith, Sheila

6 publications

NeurIPS 2023 STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila McIlraith

NeurIPSW 2023 STEVE-1: A Generative Model for Text-to-Behavior in Minecraft (Abridged Version) Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila McIlraith

NeurIPS 2022 Learning to Follow Instructions in Text-Based Games Mathieu Tuli, Andrew Li, Pashootan Vaezipoor, Toryn Klassen, Scott Sanner, Sheila McIlraith

NeurIPS 2022 You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments Keiran Paster, Sheila McIlraith, Jimmy Ba

NeurIPS 2019 Learning Reward Machines for Partially Observable Reinforcement Learning Rodrigo Toro Icarte, Ethan Waldie, Toryn Klassen, Rick Valenzano, Margarita Castro, Sheila McIlraith

ICML 2018 Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning Rodrigo Toro Icarte, Toryn Klassen, Richard Valenzano, Sheila McIlraith