Neural Dynamical Systems: Balancing Structure and Flexibility in Physical Prediction
Author:
Affiliation:
1. Carnegie Mellon University,Robotics Institute
2. Carnegie Mellon University,Machine Learning Department
3. Princeton Plasma Physics Laboratory
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9682670/9682776/09682807.pdf?arnumber=9682807
Reference41 articles.
1. GREY BOX MODELLING – BRANCHES AND EXPERIENCES
2. Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model;schrittwieser,2019
3. Turbulence forecasting via Neural ODE;portwood,2019
4. Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning;nagabandi,2017
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