Publications

J. B. Hamrick, A. J. Ballard, R. Pascanu, O. Vinyals, N. Heess, P. W. Battaglia (2017). Metacontrol for Adaptive Imagination-Based Optimization. Proceedings of the 5th International Conference on Learning Representations (ICLR 2017).
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F. Callaway, J. B. Hamrick, T. L. Griffiths (2017). Discovering simple heuristics from mental simulation. Proceedings of the 39th Annual Conference of the Cognitive Science Society.
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T. Kluyver, B. Ragan-Kelley, F. Pérez, B. Granger, M. Bussonnier, J. Frederic, K. Kelley, J. B. Hamrick, J. Grout, S. Corlay, P. Ivanov, D. Avila, S. Abdalla, C. Willing (2016). Jupyter Notebooks—A publishing format for reproducible computational workflows. Proceedings of the 20th International Conference on Electronic Publishing.
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J. B. Hamrick, P. W. Battaglia, T. L. Griffiths, J. B. Tenenbaum (2016). Inferring Mass in Complex Scenes by Mental Simulation. Cognition.
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J. B. Hamrick, R. Pascanu, O. Vinyals, A. Ballard, N. Heess, P. W. Battaglia (2016). Imagination-Based Decision Making with Physical Models in Deep Neural Networks. Proceedings of the NeurIPS 2016 Workshop on Intuitive Physics.
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C. Liu, J. B. Hamrick, J. F. Fisac, A. D. Dragan, J. K. Hedrick, S. S. Sastry, T. L. Griffiths (2016). Goal Inference Improves Objective and Perceived Performance in Human-Robot Collaboration. Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016).
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J. F. Fisac, C. Liu, J. B. Hamrick, S. Sastry, J. K. Hedrick, T. L. Griffiths, A. D. Dragan (2016). Generating plans that predict themselves. Proceedings of the 12th International Workshop on the Algorithmic Foundations of Robotics (WAFR 2016).
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J. B. Hamrick (2016). A Rejection Sampler. The Architecture of Open Source Applications, Volume 4: 500 Lines or Less.
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J. B. Hamrick, K. A. Smith, T. L. Griffiths, E. Vul (2015). Think again? The amount of mental simulation tracks uncertainty in the outcome. Proceedings of the 37th Annual Conference of the Cognitive Science Society.
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N. D. Goodman, M. C. Frank, T. L. Griffiths, J. B. Tenenbaum, P. W. Battaglia, J. B. Hamrick (2015). Relevant and Robust: A Response to Marcus and Davis (2013). Psychological Science.
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