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Researcher profile

Marc-Alexandre Côté

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Counting to Explore and Generalize in Text-based Games

    2018 · arXiv (Cornell University)

    We propose a recurrent RL agent with an episodic exploration mechanism that helps discovering good policies in text-based game environments. We show promising results on a set of generated text-based games of varying difficulty where …

  2. ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games

    2023 · arXiv (Cornell University)

    In this work, we investigate the capacity of language models to generate explicit, interpretable, and interactive world models of scientific and common-sense reasoning tasks. We operationalize this as a task of generating text games, expressed …