mlpy.mdp.continuous.casml.CbVData¶
-
class
mlpy.mdp.continuous.casml.
CbVData
(case_template, tau=None, **kwargs)[source]¶ Bases:
object
Value case base data.
Parameters: case_template : dict
The template from which to create a new case for the transition case base.
Example: An example template for a feature named state with the specified feature parameters and a feature named state. data is the data from which to extract the case from. In this example it is expected that data has a member variable state.
{ "state": { "type": "float", "value": "data.state", "is_index": True, "retrieval_method": "radius-n", "retrieval_method_params": 0.01 }, "value": { "type": "float", "value": "data.action", "is_index": False, "retrieval_method": "cosine", }, "delta_state": { "type": "float", "value": "data.next_state - data.state", "is_index": False, } }
tau : float, optional
The maximum permitted error when comparing most similar solutions in the transition case base. Default is 0.8.