LoggedInteraction

class coba.primitives.LoggedInteraction

Bases: Interaction

An interaction with a reward and propensity score for an action.

Constructors

__init__(context: Context, action: Action, reward: Reward, probability: Prob | None = None, **kwargs) → None

Instantiate LoggedInteraction.

Parameters:

  • context – Features describing the logged context.

  • action – Features describing the action taken by the logging policy.

  • reward – The reward that was revealed when the logged action was taken.

  • probability – The probability that the logged action was taken. That is P(action|context,actions,logging policy).

  • **kwargs – Any additional information.