Peter Battaglia
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Visual perception and processing mechanisms, Advanced Graph Neural Networks, Topic Modeling, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Relational inductive biases, deep learning, and graph networks(2018)2,391 cited
- → Learning skillful medium-range global weather forecasting(2023)1,018 cited
- → Simulation as an engine of physical scene understanding(2013)702 cited
- → Interaction Networks for Learning about Objects, Relations and Physics(2016)576 cited
- → A simple neural network module for relational reasoning(2017)501 cited
- → Learning Deep Generative Models of Graphs(2018)447 cited
- → Learning to Simulate Complex Physics with Graph Networks(2020)445 cited
- → Bayesian integration of visual and auditory signals for spatial localization(2003)436 cited
- → Advancing mathematics by guiding human intuition with AI(2021)413 cited
- → Neural general circulation models for weather and climate(2024)297 cited