Jessica B. Hamrick
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
6
Active years
2011–2023
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | CogSci | Towards Understanding How Machines Can Learn Causal Overhypotheses. | Eliza Kosoy, David M. Chan, Adrian Liu, Jasmine Collins, Jessica B. Hamrick, Sandy Han Huang, Nan Rosemary Ke, Emily Rose Reagan, John F. Canny, Alison Gopnik |
| 2023 | ICML | Investigating the Role of Model-Based Learning in Exploration and Transfer. | Jacob C. Walker, Eszter Vrtes, Yazhe Li, Gabriel Dulac-Arnold, Ankesh Anand, Theophane Weber, Jessica B. Hamrick |
| 2022 | CogSci | Learning Causal Overhypotheses through Exploration in Children and Computational Models. | Eliza Kosoy, Adrian Liu, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Sandy Han Huang, Nan Rosemary Ke, Bryanna Kaufmann, Alison Gopnik |
| 2022 | ICLR | Procedural generalization by planning with self-supervised world models. | Ankesh Anand, Jacob C. Walker, Yazhe Li, Eszter Vrtes, Julian Schrittwieser, Sherjil Ozair, Theophane Weber, Jessica B. Hamrick |
| 2021 | ICLR | On the role of planning in model-based deep reinforcement learning. | Jessica B. Hamrick, Abram L. Friesen, Feryal M. P. Behbahani, Arthur Guez, Fabio Viola, Sims Witherspoon, Thomas Anthony, Lars Holger Buesing, Petar Velickovic, Theophane Weber |
| 2020 | ICLR | Combining Q-Learning and Search with Amortized Value Estimates. | Jessica B. Hamrick, Victor Bapst, Alvaro Sanchez-Gonzalez, Tobias Pfaff, Theophane Weber, Lars Buesing, Peter W. Battaglia |
| 2019 | CogSci | Heuristics, hacks, and habits: Boundedly optimal approaches to learning, reasoning and decision making. | Ishita Dasgupta, Eric Schulz, Jessica B. Hamrick, Josh Tenenbaum |
| 2019 | CogSci | A resource-rational model of physical abstraction for efficient mental simulation. | Tina Zhu, Jessica B. Hamrick, Kevin R. McKee, Raphael Koster, Jan Balaguer, Peter W. Battaglia, Matthew M. Botvinick |
| 2019 | ICML | Structured agents for physical construction. | Victor Bapst, Alvaro Sanchez-Gonzalez, Carl Doersch, Kimberly L. Stachenfeld, Pushmeet Kohli, Peter W. Battaglia, Jessica B. Hamrick |
| 2018 | CogSci | Relational inductive bias for physical construction in humans and machines. | Jessica B. Hamrick, Kelsey R. Allen, Victor Bapst, Tina Zhu, Kevin R. McKee, Josh Tenenbaum, Peter W. Battaglia |
| 2018 | CogSci | Strategies and representations in physical inference. | Kevin A. Smith, Josh Tenenbaum, Erin M. Anderson, Susan J. Hespos, Lance J. Rips, Chaz Firestone, Jessica B. Hamrick |
| 2017 | CogSci | Discovering simple heuristics from mental simulation. | Frederick Callaway, Jessica B. Hamrick, Tom Griffiths |
| 2017 | CogSci | Exploring inductive bias of visual scenes. | Jessica B. Hamrick, David Bourgin, Thomas A. Langlois, Tom Griffiths |
| 2017 | ICLR | Metacontrol for Adaptive Imagination-Based Optimization. | Jessica B. Hamrick, Andrew J. Ballard, Razvan Pascanu, Oriol Vinyals, Nicolas Heess, Peter W. Battaglia |
| 2017 | ISRR | Pragmatic-Pedagogic Value Alignment. | Jaime F. Fisac, Monica A. Gates, Jessica B. Hamrick, Chang Liu, Dylan Hadfield-Menell, Malayandi Palaniappan, Dhruv Malik, S. Shankar Sastry, Thomas L. Griffiths, Anca D. Dragan |
| 2016 | CogSci | Wallace: Automating Cultural Evolution Experiments Through Crowdsourcing. | Jordan W. Suchow, Thomas J. H. Morgan, Jessica B. Hamrick, Michael D. Pacer, Stephan C. Meylan, Thomas L. Griffiths |
| 2016 | SIGCSE | Creating and Grading IPython/Jupyter Notebook Assignments with NbGrader. | Jessica B. Hamrick |
| 2016 | WAFR | Generating Plans that Predict Themselves. | Jaime F. Fisac, Chang Liu, Jessica B. Hamrick, Shankar Sastry, J. Karl Hedrick, Thomas L. Griffiths, Anca D. Dragan |
| 2015 | CogSci | Think again? The amount of mental simulation tracks uncertainty in the outcome. | Jessica B. Hamrick, Kevin A. Smith, Thomas L. Griffiths, Ed Vul |
| 2014 | CogSci | What to simulate? Inferring the right direction for mental rotation. | Jessica B. Hamrick, Thomas L. Griffiths |
| 2013 | CogSci | Approximating Bayesian inference with a sparse distributed memory system. | Joshua T. Abbott, Jessica B. Hamrick, Thomas L. Griffiths |
| 2013 | CogSci | Inferring mass in complex physical scenes via probabilistic simulation. | Jessica B. Hamrick, Peter W. Battaglia, Thomas L. Griffiths, Joshua B. Tenenbaum |
| 2011 | CogSci | Probabilistic internal physics models guide judgments about object dynamics. | Jessica B. Hamrick, Peter W. Battaglia, Joshua B. Tenenbaum |