AITopics | Taylor W. Killian

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Taylor W. Killian

Information about AI from the News, Publications, and Conferences

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes

Taylor W. Killian, Samuel Daulton, George Konidaris, Finale Doshi-Velez

Neural Information Processing SystemsOct-7-2024, 15:22:09 GMT

We introduce a new formulation of the Hidden Parameter Markov Decision Process (HiP-MDP), a framework for modeling families of related tasks using lowdimensional latent embeddings.

artificial intelligence, machine learning, reinforcement learning, (15 more...)

Neural Information Processing Systems

Country: North America > United States (0.28)

Industry: Health & Medicine > Therapeutic Area > Immunology (0.97)

Technology: