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Peter Battaglia

Massachusetts Institute of Technology

72

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5778

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Graph Neural Networks in Particle Physics

2020
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Graph Neural Networks in Particle Physics

2020 arXiv: High Energy Physics - Experiment
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Discovering Symbolic Models from Deep Learning with Inductive Biases

2020 | Annual Conference on Neural Information Processing Systems
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Deep reinforcement learning with relational inductive biases

2019 ICLR | International Conference on Learning Representations
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Representation Learning on Graphs and Manifolds

2019 ICLR | International Conference on Learning Representations
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Compositional Imitation Learning: Explaining and executing one task at a time.

2018 arXiv: Machine Learning
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Learning Visual Question Answering by Bootstrapping Hard Attention

2018 ECCV | European Conference on Computer Vision
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Relational Deep Reinforcement Learning.

2018 arXiv: Learning
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Citations (148)
Graph Networks as Learnable Physics Engines for Inference and Control

2018 ICML | International Conference on Machine Learning
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Relational inductive biases, deep learning, and graph networks

2018 arXiv: Learning
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Citations (1344)