Peter W. Battaglia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
7
Active years
2011–2023
Best venue rank
A*
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICLR | Learning rigid dynamics with face interaction graph networks. | Kelsey R. Allen, Yulia Rubanova, Tatiana Lopez-Guevara, William Whitney, Alvaro Sanchez-Gonzalez, Peter W. Battaglia, Tobias Pfaff |
| 2023 | ICLR | Pre-training via Denoising for Molecular Property Prediction. | Sheheryar Zaidi, Michael Schaarschmidt, James Martens, Hyunjik Kim, Yee Whye Teh, Alvaro Sanchez-Gonzalez, Peter W. Battaglia, Razvan Pascanu, Jonathan Godwin |
| 2022 | CoRL | Graph network simulators can learn discontinuous, rigid contact dynamics. | Kelsey R. Allen, Tatiana Lopez-Guevara, Yulia Rubanova, Kimberly L. Stachenfeld, Alvaro Sanchez-Gonzalez, Peter W. Battaglia, Tobias Pfaff |
| 2022 | ICLR | Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond. | Jonathan Godwin, Michael Schaarschmidt, Alexander L. Gaunt, Alvaro Sanchez-Gonzalez, Yulia Rubanova, Petar Velickovic, James Kirkpatrick, Peter W. Battaglia |
| 2022 | ICLR | Learned Simulators for Turbulence. | Kimberly L. Stachenfeld, Drummond Buschman Fielding, Dmitrii Kochkov, Miles D. Cranmer, Tobias Pfaff, Jonathan Godwin, Can Cui, Shirley Ho, Peter W. Battaglia, Alvaro Sanchez-Gonzalez |
| 2022 | ICML | Constraint-based graph network simulator. | Yulia Rubanova, Alvaro Sanchez-Gonzalez, Tobias Pfaff, Peter W. Battaglia |
| 2021 | CIKM | ETA Prediction with Graph Neural Networks in Google Maps. | Austin Derrow-Pinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro Sanchez-Gonzalez, Yujia Li, Petar Velickovic |
| 2021 | ICLR | Learning Mesh-Based Simulation with Graph Networks. | Tobias Pfaff, Meire Fortunato, Alvaro Sanchez-Gonzalez, Peter W. Battaglia |
| 2021 | ICML | Generating images with sparse representations. | Charlie Nash, Jacob Menick, Sander Dieleman, Peter W. Battaglia |
| 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 |
| 2020 | ICML | PolyGen: An Autoregressive Generative Model of 3D Meshes. | Charlie Nash, Yaroslav Ganin, S. M. Ali Eslami, Peter W. Battaglia |
| 2020 | ICML | Learning to Simulate Complex Physics with Graph Networks. | Alvaro Sanchez-Gonzalez, Jonathan Godwin, Tobias Pfaff, Rex Ying, Jure Leskovec, Peter W. Battaglia |
| 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 | ICLR | Hyperbolic Attention Networks. | aglar Glehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter W. Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas |
| 2019 | ICLR | Relational Forward Models for Multi-Agent Learning. | Andrea Tacchetti, H. Francis Song, Pedro A. M. Mediano, Vincius Flores Zambaldi, Jnos Kramr, Neil C. Rabinowitz, Thore Graepel, Matthew M. Botvinick, Peter W. Battaglia |
| 2019 | ICLR | Deep reinforcement learning with relational inductive biases. | Vincius Flores Zambaldi, David Raposo, Adam Santoro, Victor Bapst, Yujia Li, Igor Babuschkin, Karl Tuyls, David P. Reichert, Timothy P. Lillicrap, Edward Lockhart, Murray Shanahan, Victoria Langston, Razvan Pascanu, Matthew M. Botvinick, Oriol Vinyals, Peter W. Battaglia |
| 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 |
| 2019 | ICML | CompILE: Compositional Imitation Learning and Execution. | Thomas Kipf, Yujia Li, Hanjun Dai, Vincius Flores Zambaldi, Alvaro Sanchez-Gonzalez, Edward Grefenstette, Pushmeet Kohli, Peter W. Battaglia |
| 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 | ECCV | Learning Visual Question Answering by Bootstrapping Hard Attention. | Mateusz Malinowski, Carl Doersch, Adam Santoro, Peter W. Battaglia |
| 2018 | ICML | Graph Networks as Learnable Physics Engines for Inference and Control. | Alvaro Sanchez-Gonzalez, Nicolas Heess, Jost Tobias Springenberg, Josh Merel, Martin A. Riedmiller, Raia Hadsell, Peter W. Battaglia |
| 2017 | CogSci | Tutorial: Recent Advances in Deep Learning. | Matthew M. Botvinick, Peter W. Battaglia |
| 2017 | CogSci | A model of structure learning, inference, and generation for scene understanding. | David Raposo, Peter Dayan, Demis Hassabis, Peter W. Battaglia |
| 2017 | ICLR | Learning to Perform Physics Experiments via Deep Reinforcement Learning. | Misha Denil, Pulkit Agrawal, Tejas D. Kulkarni, Tom Erez, Peter W. Battaglia, Nando de Freitas |
| 2017 | ICLR | Metacontrol for Adaptive Imagination-Based Optimization. | Jessica B. Hamrick, Andrew J. Ballard, Razvan Pascanu, Oriol Vinyals, Nicolas Heess, Peter W. Battaglia |
| 2017 | ICLR | Discovering objects and their relations from entangled scene representations. | David Raposo, Adam Santoro, David G. T. Barrett, Razvan Pascanu, Tim Lillicrap, Peter W. Battaglia |
| 2015 | CogSci | Humans predict liquid dynamics using probabilistic simulation. | Christopher Bates, Peter W. Battaglia, Ilker Yildirim, Joshua B. Tenenbaum |
| 2013 | CogSci | Inferring mass in complex physical scenes via probabilistic simulation. | Jessica B. Hamrick, Peter W. Battaglia, Thomas L. Griffiths, Joshua B. Tenenbaum |
| 2013 | CogSci | Consistent physics underlying ballistic motion prediction. | Kevin A. Smith, Peter W. Battaglia, Edward Vul |
| 2013 | ICCV | Estimating the Material Properties of Fabric from Video. | Katherine L. Bouman, Bei Xiao, Peter W. Battaglia, William T. Freeman |
| 2012 | CogSci | Computational Models of Intuitive Physics. | Peter W. Battaglia, Tomer D. Ullman, Joshua B. Tenenbaum, Adam Sanborn, Kenneth D. Forbus, Tobias Gerstenberg, David A. Lagnado |
| 2011 | CogSci | Probabilistic internal physics models guide judgments about object dynamics. | Jessica B. Hamrick, Peter W. Battaglia, Joshua B. Tenenbaum |