Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

some improvement thoughts #19

Open
4 of 5 tasks
YangyangFu opened this issue Jun 2, 2023 · 0 comments
Open
4 of 5 tasks

some improvement thoughts #19

YangyangFu opened this issue Jun 2, 2023 · 0 comments
Assignees

Comments

@YangyangFu
Copy link
Owner

YangyangFu commented Jun 2, 2023

  • separate function call for state block and observation block. Mixing two blocks in one function call will lead to the fact that the measurement is always for current step, while the state update is for next step. This might be undesired in a MPC-like application, where the measurement prediction should be at the same step as the state prediction.
  • inverse simulation seems slower than pure functional implementation
  • as stated in examples/inverse_simulation.py, the forward simulation results seems one-step delayed compared with target data.
  • combined training of physics and neural networks
  • train MPC as a layer for neural network
@YangyangFu YangyangFu self-assigned this Jun 2, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant