Models and Reproducibility
Deterministic Simulations
Simulations are fully deterministic.
Given the same configuration and random seed:
- Episode progression is identical
- Scores occur at the same episodes
- Pausing/resuming does not affect outcomes
This enables reliable experimentation and reproducibility.
You can also vary only the random seed to validate that results are not artifacts of a “lucky run.”
Supported Models: Linear, RNN, and GRU
- Linear Model
- Recurrent Neural Network (RNN)
- Gated Recurrent Network (GRU)
Model selection is available directly in the TUI.