Kevin A Smith

Latest

• Probabilistic models of physical reasoning
• Probabilistic simulation supports generalizable intuitive physics
• Lifelong learning of cognitive styles for physical problem-solving: The effect of embodied experience
• Integrating heuristic and simulation-based reasoning in intuitive physics
• "Just In Time" representations for mental simulation in intuitive physics
• Physion++: Evaluating physical scene understanding that requires online inference of different physical properties
• Are deep neural networks SMARTer than second graders?
• An approximate representation of objects underlies physical reasoning
• H-SAUR: Hypothesize, Simulate, Act, Update, and Repeat for understanding object articulations from interactions
• Neural evidence that intuitive physics guides visual tracking and working memory
• Mental Jenga: A counterfactual simulation model of physical support
• Partial mental simulation explains fallacies in physical reasoning
• Reconsidering the 'bias' in 'the correspondence bias'
• AGENT: A benchmark for core psychological reasoning
• Physion: Evaluating physical prediction from vision in humans and machines
• Unsupervised discovery of 3D physical objects from video
• Data-efficient learning for complex and real-time physical problem solving using augmented simulation
• Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning
• Abstract strategy learning underlies flexible transfer in physical problem solving
• The fine structure of surprise in intuitive physics: when, why, and how much?
• Modeling expectation violation in intuitive physics with coarse probabilistic object representations
• End-to-end differentiable physics for learning and control
• Neurocomputational modeling of human physical scene understanding
• Different physical intuitions exist between tasks, not domains
• Learning to act by integrating mental simulation and physical experiments
• Differentiable physics and stable modes for tool-use and manipulation planning
• Tiptoeing around it: Inference from absence in potentially offensive speech
• Faulty towers: A hypothetical simulation model of physical support
• Thinking inside the box: Motion prediction in contained spaces uses simulation
• Prospective uncertainty: The range of possible futures in physical prediction
• The "Fundamental Attribution Error" is rational in an uncertain world
• Think again? The amount of mental simulation tracks uncertainty in the outcome
• The role of sequential dependence in creative semantic search
• Empirical evidence for Markov Chain Monte Carlo in memory search
• Looking forwards and backwards: Similarities and differences in prediction and retrodiction
• Reductionism and practicality
• Consistent physics underlying ballistic motion prediction
• Physical predictions over time
• Multiply-constrained semantic search in the Remote Associates Task
• Put your money where your mouth is: Incentivizing the truth my making nonreplicability costly
• Sources of uncertainty in intuitive physics