Inferring user intent with Bayesian inverse planning: Making sense of multi-UAS mission management

作者: Nancy J. Cooke , Sylvain Brimi , Brian Riordan , Jared Freeman , Gabriel Ganberg

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摘要: The goal of intent inference is to use observed behavior predict underlying mental states and causal processes that are likely have generated the behavior. A potentially powerful technique for inferring uses Bayesian in structured generative models planning. We describe our adaptation inverse planning framework multi-unmanned systems mission domain. three experiments elucidate space priorities domain, infer users’ goals given their actions with a user interface, next using inferences about priorities.

参考文章(2)
Chris L. Baker, Rebecca Saxe, Joshua B. Tenenbaum, Action understanding as inverse planning. Cognition. ,vol. 113, pp. 329- 349 ,(2009) , 10.1016/J.COGNITION.2009.07.005