Research map / Multi-agent systems and games / Human-AI and goal-conditioned
Modeling Human Understanding of Complex Intentional Action with a Bayesian Nonparametric Subgoal Model
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| use CRP-based nonparametric model instead of Independent model (no CRP) (ablation) | Subgoal inference model · Exp 1 subgoal inference | Pearson correlation with human inferences: 0.644 -> 0.973 | Helped |
| use CRP model instead of Logical Possibility model | Subgoal inference model · Exp 1 subgoal inference | Pearson correlation with human inferences: 0.267 -> 0.973 | Helped |
| use CRP model instead of Copy model | Subgoal inference model · Exp 1 subgoal inference | Pearson correlation with human inferences: 0.495 -> 0.973 | Helped |
| use CRP model instead of alternative models for Helper support | Helper in Worker-Helper task · Exp 2 user support | average score | Helped |
| use CRP model instead of alternative models | Helper in Worker-Helper task · Exp 2 user support | score variance across repeats | Helped |
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