Search Results for author: Dana Nau

Found 5 papers, 0 papers with code

Automatically Learning HTN Methods from Landmarks

no code implementations9 Apr 2024 Ruoxi Li, Dana Nau, Mark Roberts, Morgan Fine-Morris

We prove CURRICULAMA's soundness, and show experimentally that it has a substantially similar convergence rate in learning a complete set of methods to HTN-MAKER.

Deliberative Acting, Online Planning and Learning with Hierarchical Operational Models

no code implementations2 Oct 2020 Sunandita Patra, James Mason, Malik Ghallab, Dana Nau, Paolo Traverso

However, executing the planned actions has needed operational models, in which rich computational control structures and closed-loop online decision-making are used to specify how to perform an action in a nondeterministic execution context, react to events and adapt to an unfolding situation.

Decision Making Descriptive

An Evaluation of Two Alternatives to Minimax

no code implementations27 Mar 2013 Dana Nau, Paul Purdom, Chun-Hung Tzeng

In the field of Artificial Intelligence, traditional approaches to choosing moves in games involve the we of the minimax algorithm.

Vocal Bursts Valence Prediction

Predicting The Performance of Minimax and Product in Game-Tree

no code implementations27 Mar 2013 Ping-Chung Chi, Dana Nau

The discovery that the minimax decision rule performs poorly in some games has sparked interest in possible alternatives to minimax.

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