Softstar: Heuristic-Guided Probabilistic Inference

NeurIPS 2015 Mathew MonfortBrenden M. LakeBrenden M. LakeBrian ZiebartPatrick LuceyJosh Tenenbaum

Recent machine learning methods for sequential behavior prediction estimate the motives of behavior rather than the behavior itself. This higher-level abstraction improves generalization in different prediction settings, but computing predictions often becomes intractable in large decision spaces... (read more)

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