source: src/main/java/agents/anac/y2013/GAgent/AgentI.java@ 346

package agents.anac.y2013.GAgent;

import java.util.List;
import java.util.Random;

import genius.core.Agent;
import genius.core.Bid;
import genius.core.BidHistory;
import genius.core.SupportedNegotiationSetting;
import genius.core.actions.Accept;
import genius.core.actions.Action;
import genius.core.actions.ActionWithBid;
import genius.core.actions.Offer;
import genius.core.bidding.BidDetails;
import genius.core.boaframework.SortedOutcomeSpace;
import genius.core.misc.Range;

public class AgentI extends Agent {

        private Action actionOfPartner = null;
        private Range range = new Range(0D, 1D);
        private double time = 0;
        private BidHistory myBidHistory = new BidHistory();
        private SortedOutcomeSpace outcomeSpace;
        private BidHistory opponetBidHistory = new BidHistory();
        private static double MINIMUM_BID_UTILITY = 1D;
        private Random randomnr = new Random();
        private boolean isDiscount = false;
        private boolean isResavationValue = false;
        private double widthUtil = 0D;
        private boolean isFirst = true;
        private Probability prob;
        private double preOppponetUtil;
        private double var;
        private static double A = 0.9;

        private double sigmoidGain = 9;
        private double lowerLimit = 0.6;
        private double startTime = 0.7;
        private double tim = 0.0;

        @Override
        public void init() {

                if (utilitySpace.getDiscountFactor() != 0D) {
                        isDiscount = true;
                }

                if (utilitySpace.getReservationValue() != 0D) {
                        isResavationValue = true;
                }

                sigmoidGain = 2D;
                lowerLimit = 0.9;

                MINIMUM_BID_UTILITY = 1D;
                range.setLowerbound(changeThreshold(0));
                time = timeline.getTime();
                outcomeSpace = new SortedOutcomeSpace(utilitySpace);
        }

        public double changeThreshold(double time) {
                return (1 - lowerLimit + tim) / (1 + Math.exp(sigmoidGain * time))
                                + lowerLimit;
        }

        @Override
        public String getVersion() {
                return "3.1";
        }

        @Override
        public String getName() {
                return "GAgent";
        }

        @Override
        public void ReceiveMessage(Action opponentAction) {
                actionOfPartner = opponentAction;
        }

        @Override
        public Action chooseAction() {
                Action action = null;

                try {
                        if (actionOfPartner == null) {
                                action = new Offer(getAgentID(),
                                                utilitySpace.getMaxUtilityBid());
                        }

                        if (actionOfPartner instanceof Offer) {

                                Bid partnerBid = ((Offer) actionOfPartner).getBid();
                                BidDetails opponetBid = new BidDetails(partnerBid, 1);
                                opponetBidHistory.add(opponetBid);

                                // get my utility form opponet's bid
                                double offeredUtilFromOpponent = getUtility(partnerBid);
                                double offerundiscoutFromOpponent = utilitySpace
                                                .getUtility(partnerBid);

                                if (isFirst) {
                                        widthUtil = 1 - offeredUtilFromOpponent;
                                        prob = new Probability(widthUtil);

                                        lowerLimit = 1 - widthUtil / 3;
                                        isFirst = false;
                                } else {
                                        double diff = offerundiscoutFromOpponent - preOppponetUtil;
                                        var = prob.getVar(diff);
                                }

                                A = changeThreshold(time);

                                preOppponetUtil = offerundiscoutFromOpponent;

                                // get current time
                                time = timeline.getTime();

                                double a = 1 - var * widthUtil;

                                if (a > A) {
                                        MINIMUM_BID_UTILITY = A;
                                } else {
                                        if (var * widthUtil > (widthUtil / 2)) {
                                                MINIMUM_BID_UTILITY = 1 - widthUtil / 2;
                                        } else {
                                                MINIMUM_BID_UTILITY = a;
                                        }
                                }

                                range.setLowerbound(MINIMUM_BID_UTILITY);

                                action = chooseRandomBidAction(time);

                                Bid myBid = ((Offer) action).getBid();
                                double myOfferedUtil = getUtility(myBid);

                                if (isAcceptable(offerundiscoutFromOpponent, myOfferedUtil,
                                                time, partnerBid)) {
                                        action = new Accept(getAgentID(), partnerBid);
                                }
                        }
                } catch (Exception e) {
                        e.printStackTrace();
                        // best guess if things go wrong.
                        action = new Accept(getAgentID(),
                                        ((ActionWithBid) action).getBid());
                }
                return action;
        }

        private boolean isAcceptable(double offeredUtilFromOpponent,
                        double myOfferedUtil, double time, Bid parBid) throws Exception {

                BidDetails bd = new BidDetails(parBid, 1);

                if (myBidHistory.getHistory().contains(bd)) {
                        return true;
                }

                if (offeredUtilFromOpponent > MINIMUM_BID_UTILITY) {
                        return true;
                }

                if (isResavationValue) {
                        if (getUtility(parBid) < lowerLimit) {
                                return false;
                        }
                }

                if (time > 0.9988) {
                        Bid nextBid;
                        List<BidDetails> bdd = opponetBidHistory.getNBestBids(5);
                        nextBid = bdd.get(4).getBid();
                        double utility = getUtility(nextBid);

                        if (offeredUtilFromOpponent > utility) {
                                return true;
                        }
                }

                // double P = Paccept(offeredUtilFromOpponent,time);

                // if (P > 0.95)
                // return true;

                return false;

        }

        private Action chooseRandomBidAction(double time) {
                Bid nextBid = null;
                try {
                        if (time > 0.9988) {
                                List<BidDetails> bdd = opponetBidHistory.getNBestBids(3);
                                int opt = randomnr.nextInt(3);
                                nextBid = bdd.get(opt).getBid();

                                if (isResavationValue) {
                                        if (getUtility(nextBid) < lowerLimit) {
                                                nextBid = getRandomBid();
                                        }
                                }

                        } else {
                                nextBid = getRandomBid();
                        }
                } catch (Exception e) {
                        e.printStackTrace();
                }
                if (nextBid == null)
                        return new Accept(getAgentID(),
                                        ((ActionWithBid) actionOfPartner).getBid());
                return (new Offer(getAgentID(), nextBid));
        }

        private Bid getRandomBid() throws Exception {
                List<BidDetails> rangeBid = outcomeSpace.getBidsinRange(range);
                int rangeBidSize = rangeBid.size();
                Bid offerbid;
                BidDetails offerBidDetail;

                if (rangeBidSize == 1) {
                        offerbid = rangeBid.get(0).getBid();
                        offerBidDetail = new BidDetails(offerbid, 1);
                } else {
                        int bitCount = 0;
                        offerBidDetail = rangeBid.get(bitCount);
                        while (myBidHistory.getHistory().contains(offerBidDetail)) {
                                int ran = randomnr.nextInt(rangeBidSize - 1);
                                offerBidDetail = rangeBid.get(ran);
                                bitCount++;
                                if (bitCount > 60) {
                                        break;
                                }

                        }
                }
                myBidHistory.add(offerBidDetail);
                offerbid = offerBidDetail.getBid();
                return offerbid;

        }

        double Paccept(double u, double t1) throws Exception {
                double t = t1 * t1 * t1; // steeper increase when deadline approaches.
                if (u < 0 || u > 1.05)
                        throw new Exception("utility " + u + " outside [0,1]");
                // normalization may be slightly off, therefore we have a broad boundary
                // up to 1.05
                if (t < 0 || t > 1)
                        throw new Exception("time " + t + " outside [0,1]");
                if (u > 1.)
                        u = 1;
                if (t == 0.5)
                        return u;
                return (u - 2. * u * t
                                + 2. * (-1. + t + Math.sqrt(sq(-1. + t) + u * (-1. + 2 * t))))
                                / (-1. + 2 * t);
        }

        double sq(double x) {
                return x * x;
        }

        @Override
        public SupportedNegotiationSetting getSupportedNegotiationSetting() {
                return SupportedNegotiationSetting.getLinearUtilitySpaceInstance();
        }

        @Override
        public String getDescription() {
                return "ANAC2013";
        }
}