source: geniuswebcore/geniusweb/opponentmodel/OpponentModel.py@ 85

from abc import ABC, abstractmethod
from geniusweb.issuevalue.Domain import Domain
from geniusweb.issuevalue.Bid import Bid
from geniusweb.references.Parameters import Parameters
from geniusweb.actions.Action import Action
from geniusweb.progress.Progress import Progress

class OpponentModel(ABC):
        '''
        An opponentmodel estimates a {@link UtilitySpace} from received opponent
        actions.
        <h2>Requirement</h2> A OpponentModel must have a constructor that takes the
        Domain as argument. unfortunately this can not be enforced in a java
        interface
        
        <p>
        <em>MUST</em> have an empty constructor as these are also used as part of the
        BOA framework.
        '''
        
        @abstractmethod
        def With(self, domain:Domain , resBid:Bid) -> "OpponentModel":
                '''
                Initializes the model. This function must be called first after
                constructing an instance. It can also be called again later, if there is
                a change in the domain or resBid.
                <p>
                This late-initialization is to support boa models that have late
                initialization.
                
                @param domain the domain to work with. Must be not null.
                @param resBid the reservation bid, or null if no reservationbid is
                              available.
                @return OpponentModel that uses given domain and reservationbid.
                '''

        @abstractmethod
        def WithParameters(self, parameters:Parameters ) -> "OpponentModel" :
                '''
                @param parameters Opponent-model specific {@link Parameters}
                @return an updated OpponentMode, with parameters used. Each
                        implementation of OpponentModel is free to use parameters as it
                        likes. For instance to set learning speed.
                '''

        @abstractmethod
        def WithAction(self, action:Action , progress:Progress ) -> "OpponentModel" :
                '''
                Update this with a new action that was done by the opponent that this
                model is modeling. {@link #with(Domain, Bid)} must be called before
                calling this.
                
                @param action   the new incoming action.
                @param progress the current progress of the negotiation. Calls to this
                                must be done with increasing progress.
                @return the updated {@link OpponentModel}
                '''