[1] | 1 | package agents.ai2014.group8;
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| 2 |
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| 3 | import java.util.ArrayList;
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| 4 | import java.util.List;
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| 5 |
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| 6 | import genius.core.AgentID;
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| 7 | import genius.core.Bid;
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| 8 | import genius.core.actions.Accept;
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| 9 | import genius.core.actions.Action;
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| 10 | import genius.core.actions.Inform;
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| 11 | import genius.core.actions.Offer;
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| 12 | import genius.core.issue.Issue;
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| 13 | import genius.core.parties.AbstractNegotiationParty;
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| 14 | import genius.core.parties.NegotiationInfo;
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| 15 |
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| 16 | /**
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| 17 | * This is your negotiation party.
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| 18 | */
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| 19 | public class Group8 extends AbstractNegotiationParty {
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| 20 |
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| 21 | // utility value above which bids will be accepted
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| 22 | private double acceptanceValue;
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| 23 |
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| 24 | // number of rounds available for negotiation
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| 25 | private double totalRounds;
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| 26 |
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| 27 | // number of rounds of negotiation completed
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| 28 | private int roundCounter;
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| 29 |
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| 30 | private static final double INITIALACCEPTVALUE = 0.5;
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| 31 |
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| 32 | // most recent bid
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| 33 | private Bid mostRecentBid;
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| 34 |
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| 35 | // most recent bidder
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| 36 | private AgentID mostRecentBidder;
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| 37 |
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| 38 | // list of opponents modeled by opponentModel class
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| 39 | private List<OpponentModel> opponents;
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| 40 |
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| 41 | @Override
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| 42 | public void init(NegotiationInfo info) {
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| 43 | super.init(info);
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| 44 |
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| 45 | // get total number of rounds available from the environment
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| 46 | this.totalRounds = timeline.getTotalTime() - 1;
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| 47 |
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| 48 | this.roundCounter = 0;
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| 49 |
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| 50 | }
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| 51 |
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| 52 | /**
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| 53 | * Each round this method gets called and ask you to accept or offer. The
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| 54 | * first party in the first round is a bit different, it can only propose an
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| 55 | * offer.
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| 56 | *
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| 57 | * @param validActions
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| 58 | * Either a list containing both accept and offer or only offer.
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| 59 | * @return The chosen action.
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| 60 | */
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| 61 | @Override
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| 62 | public Action chooseAction(List<Class<? extends Action>> validActions) {
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| 63 | this.roundCounter++;
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| 64 |
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| 65 | this.acceptanceValue = 0.99 + 1 - Math.pow(Math.pow(1.9, 1 / this.totalRounds),
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| 66 | Math.pow(INITIALACCEPTVALUE, (this.totalRounds) / this.roundCounter) * (this.roundCounter - 1));
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| 67 |
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| 68 | // first bid - offer a bid with high utility value for self
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| 69 | if (!validActions.contains(Accept.class)) {
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| 70 | Bid firstBid = this.generateHigherUtilityBid(this.acceptanceValue).get(0);
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| 71 |
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| 72 | return new Offer(getPartyId(), firstBid);
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| 73 | }
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| 74 | // choosing action after a bid has been made
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| 75 | else {
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| 76 | // evaluate the utility of most recent bid
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| 77 | double utilityOfMostRecentBid;
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| 78 |
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| 79 | try {
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| 80 | utilityOfMostRecentBid = this.utilitySpace.getUtility(this.mostRecentBid);
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| 81 | } catch (Exception e) {
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| 82 | utilityOfMostRecentBid = 0;
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| 83 | e.printStackTrace();
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| 84 | }
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| 85 |
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| 86 | // accept offer if utility is higher than our acceptance value
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| 87 | if (utilityOfMostRecentBid >= this.acceptanceValue) {
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| 88 | return new Accept(getPartyId(), mostRecentBid);
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| 89 | }
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| 90 | // make counter offer
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| 91 | else {
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| 92 | // generate some high utility bids
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| 93 | List<Bid> possibleBids = generateHigherUtilityBid(this.acceptanceValue);
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| 94 |
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| 95 | // when too few rounds have passed, offer a random high utility
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| 96 | // bid
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| 97 | if (this.roundCounter < 5) {
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| 98 | return new Offer(getPartyId(), possibleBids.get(0));
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| 99 | }
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| 100 | // among high utility bids choose one that has best utility for
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| 101 | // next agent
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| 102 | else {
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| 103 | // find bid with highest utility for next agent
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| 104 | double maxUtilityForOpponent = 0.0;
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| 105 | Bid bestBidForNextAgent = null;
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| 106 |
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| 107 | OpponentModel nextAgent = getNextAgentModel();
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| 108 |
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| 109 | for (Bid bid : possibleBids) {
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| 110 | double bidUtility = nextAgent.EvaluateBidUtility(bid);
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| 111 |
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| 112 | if (bidUtility > maxUtilityForOpponent) {
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| 113 | bestBidForNextAgent = bid;
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| 114 | maxUtilityForOpponent = bidUtility;
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| 115 | }
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| 116 | }
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| 117 |
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| 118 | return new Offer(getPartyId(), bestBidForNextAgent);
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| 119 | }
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| 120 | }
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| 121 | }
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| 122 | }
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| 123 |
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| 124 | /**
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| 125 | * find next agent among list of opponents
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| 126 | *
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| 127 | * @return model of next agent
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| 128 | */
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| 129 | private OpponentModel getNextAgentModel() {
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| 130 | OpponentModel nextAgent = null;
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| 131 |
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| 132 | for (OpponentModel opponent : this.opponents) {
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| 133 | if (opponent.agent.equals(this.mostRecentBidder)) {
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| 134 | int indexOfPreviousBidder = this.opponents.indexOf(mostRecentBidder);
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| 135 |
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| 136 | int indexOfNextAgent = (indexOfPreviousBidder + 1) % this.opponents.size();
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| 137 |
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| 138 | nextAgent = this.opponents.get(indexOfNextAgent);
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| 139 | break;
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| 140 | }
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| 141 | }
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| 142 | return nextAgent;
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| 143 | }
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| 144 |
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| 145 | /**
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| 146 | * All offers proposed by the other parties will be received as a message.
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| 147 | * You can use this information to your advantage, for example to predict
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| 148 | * their utility.
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| 149 | *
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| 150 | * @param sender
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| 151 | * The party that did the action.
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| 152 | * @param action
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| 153 | * The action that party did.
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| 154 | */
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| 155 | @Override
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| 156 | public void receiveMessage(AgentID sender, Action action) {
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| 157 | // handle first message from framework to initialize list of opponents
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| 158 | if (sender == null) {
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| 159 | super.receiveMessage(sender, action);
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| 160 |
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| 161 | // get number of agents in the negotiation
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| 162 | Inform agentsInformation = (Inform) action;
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| 163 | int numberOfAgents = (Integer) agentsInformation.getValue();
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| 164 |
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| 165 | // initialize list of other parties
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| 166 | if (numberOfAgents > 1) {
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| 167 | this.opponents = new ArrayList<OpponentModel>();
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| 168 | }
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| 169 | return;
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| 170 | }
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| 171 |
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| 172 | this.mostRecentBidder = sender;
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| 173 |
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| 174 | List<Issue> issues = getUtilitySpace().getDomain().getIssues();
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| 175 | // add sender agent to list of other parties if not present
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| 176 | if (this.opponents.contains(new OpponentModel(sender, issues)) == false) {
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| 177 | OpponentModel newOpponent = new OpponentModel(sender, issues);
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| 178 | this.opponents.add(newOpponent);
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| 179 | }
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| 180 |
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| 181 | // store sender agent bid in its model among list of opponents
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| 182 | if ((action instanceof Offer)) {
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| 183 | mostRecentBid = ((Offer) action).getBid();
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| 184 |
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| 185 | OpponentModel senderModel = null;
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| 186 |
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| 187 | for (OpponentModel opponent : this.opponents) {
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| 188 | if (opponent.agent == sender) {
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| 189 | senderModel = opponent;
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| 190 | break;
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| 191 | }
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| 192 | }
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| 193 |
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| 194 | if (senderModel != null) {
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| 195 | try {
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| 196 | senderModel.AddBid(mostRecentBid);
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| 197 | } catch (Exception e) {
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| 198 | e.printStackTrace();
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| 199 | return;
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| 200 | }
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| 201 | }
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| 202 | }
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| 203 | }
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| 204 |
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| 205 | /**
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| 206 | * generates random bids which have higher utility than the parameter
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| 207 | *
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| 208 | * @param utilityValue
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| 209 | * lower bound of utility value for randomly generated bids
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| 210 | */
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| 211 | private List<Bid> generateHigherUtilityBid(double utilityValue) {
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| 212 | Bid randomBid;
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| 213 | List<Bid> randomBidsList = new ArrayList<Bid>();
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| 214 |
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| 215 | double util;
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| 216 | do {
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| 217 | randomBid = generateRandomBid();
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| 218 |
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| 219 | try {
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| 220 | util = utilitySpace.getUtility(randomBid);
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| 221 | } catch (Exception e) {
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| 222 | util = 0.0;
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| 223 | }
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| 224 |
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| 225 | if (util > utilityValue && util < (utilityValue + 0.05)) {
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| 226 | randomBidsList.add(randomBid);
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| 227 | }
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| 228 | } while (randomBidsList.size() < 10);
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| 229 |
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| 230 | return randomBidsList;
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| 231 | }
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| 232 |
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| 233 | protected AgentID partyId = new AgentID("Group 8");
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| 234 |
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| 235 | @Override
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| 236 | public String getDescription() {
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| 237 | return "ai2014 group8";
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| 238 | }
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| 239 |
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| 240 | }
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