Search Results - "Tam, Allison C"

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    Semantic Exploration from Language Abstractions and Pretrained Representations by Tam, Allison C, Rabinowitz, Neil C, Lampinen, Andrew K, Roy, Nicholas A, Chan, Stephanie C. Y, Strouse, DJ, Wang, Jane X, Banino, Andrea, Hill, Felix

    Published 08-04-2022
    “…Effective exploration is a challenge in reinforcement learning (RL). Novelty-based exploration methods can suffer in high-dimensional state spaces, such as…”
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    Journal Article
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    Tell me why! Explanations support learning relational and causal structure by Lampinen, Andrew K, Roy, Nicholas A, Dasgupta, Ishita, Chan, Stephanie C. Y, Tam, Allison C, McClelland, James L, Yan, Chen, Santoro, Adam, Rabinowitz, Neil C, Wang, Jane X, Hill, Felix

    Published 07-12-2021
    “…Inferring the abstract relational and causal structure of the world is a major challenge for reinforcement-learning (RL) agents. For humans,…”
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    Journal Article