Phase2vec: dynamical systems embedding with a physics-informed convolutional network.
Matthew RicciNoa MorielZoe PiranMor NitzanPublished in: ICLR (2023)
Keyphrases
- dynamical systems
- convolutional network
- convolutional neural networks
- dynamic systems
- differential equations
- state space
- nonlinear dynamical systems
- qualitative simulation
- predictive state representations
- coarse to fine
- search algorithm
- phase space
- reinforcement learning
- agent environment
- object detection
- image sequences
- qualitative differential equations