| name | transition-probability-estimator |
| description | Compute P(g|f) from DB counts with Laplace smoothing.
Estimates transition probabilities for dynamics model.
Use when working on dynamics tasks.
|
| metadata | [object Object] |
Transition Probability Estimator
Compute P(g|f) from DB counts with Laplace smoothing.
Inputs
| Parameter |
Type |
Required |
Default |
Description |
db_path |
string |
Yes |
- |
Path to dynamics SQLite database |
domain |
string |
No |
- |
Domain to analyze |
smoothing_alpha |
number |
No |
1.0 |
Laplace smoothing parameter |
Outputs
| Field |
Type |
Description |
transition_matrix |
object |
Sparse transition probability matrix |
edge_count |
integer |
Number of observed transitions |
state_count |
integer |
Number of unique states |
Usage
python scripts/transition-probability-estimator.py [arguments]
Generated from `skills/dynamics/transition-probability-estimator.yaml`