Foundation Models in Decision Making: Roles, Challenges, and Opportunities

Byte Sized Breakthroughs
20/07/2024
Foundation Models in Decision Making: Roles, Challenges, and Opportunities

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Episode Synopsis




The paper proposes a framework for understanding the various roles of foundation models in decision making, including conditional generative models, representation learners, and interactive agents. Key takeaways include the use of foundation models for behavioral priors, world modeling, and generalization of knowledge across tasks and environments.

Read full paper: https://arxiv.org/abs/2303.04129

Tags: Artificial Intelligence, Machine Learning, Explainable AI

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