1 | package uncertaintyexample;
|
---|
2 |
|
---|
3 | import java.util.List;
|
---|
4 |
|
---|
5 | import genius.core.Bid;
|
---|
6 | import genius.core.actions.Accept;
|
---|
7 | import genius.core.actions.Action;
|
---|
8 | import genius.core.actions.Offer;
|
---|
9 | import genius.core.parties.AbstractNegotiationParty;
|
---|
10 | import genius.core.uncertainty.AdditiveUtilitySpaceFactory;
|
---|
11 | import genius.core.uncertainty.ExperimentalUserModel;
|
---|
12 | import genius.core.utility.AbstractUtilitySpace;
|
---|
13 |
|
---|
14 | public class UncertaintyAgentExample extends AbstractNegotiationParty {
|
---|
15 |
|
---|
16 | @Override
|
---|
17 | public Action chooseAction(List<Class<? extends Action>> possibleActions) {
|
---|
18 | log("This is the UncertaintyAgentExample.");
|
---|
19 | log("The user model is: " + userModel);
|
---|
20 | log("The default estimated utility space is: " + getUtilitySpace());
|
---|
21 |
|
---|
22 | Bid randomBid = getUtilitySpace().getDomain().getRandomBid(rand);
|
---|
23 | log("The default estimate of the utility of a random bid + " + randomBid
|
---|
24 | + " is: " + getUtility(randomBid));
|
---|
25 |
|
---|
26 | if (userModel instanceof ExperimentalUserModel) {
|
---|
27 | log("You have given the agent access to the real utility space for debugging purposes.");
|
---|
28 | ExperimentalUserModel e = (ExperimentalUserModel) userModel;
|
---|
29 | AbstractUtilitySpace realUSpace = e.getRealUtilitySpace();
|
---|
30 |
|
---|
31 | log("The real utility space is: " + realUSpace);
|
---|
32 | log("The real utility of the random bid is: "
|
---|
33 | + realUSpace.getUtility(randomBid));
|
---|
34 | }
|
---|
35 |
|
---|
36 | // Sample code that accepts offers that appear in the top 10% of offers
|
---|
37 | // in the user model
|
---|
38 | if (getLastReceivedAction() instanceof Offer) {
|
---|
39 | Bid receivedBid = ((Offer) getLastReceivedAction()).getBid();
|
---|
40 | List<Bid> bidOrder = userModel.getBidRanking().getBidOrder();
|
---|
41 |
|
---|
42 | // If the rank of the received bid is known
|
---|
43 | if (bidOrder.contains(receivedBid)) {
|
---|
44 | double percentile = (bidOrder.size()
|
---|
45 | - bidOrder.indexOf(receivedBid))
|
---|
46 | / (double) bidOrder.size();
|
---|
47 | if (percentile < 0.1)
|
---|
48 | return new Accept(getPartyId(), receivedBid);
|
---|
49 | }
|
---|
50 | }
|
---|
51 |
|
---|
52 | // Otherwise, return a random offer
|
---|
53 | return new Offer(getPartyId(), generateRandomBid());
|
---|
54 | }
|
---|
55 |
|
---|
56 | private void log(String s) {
|
---|
57 | System.out.println(s);
|
---|
58 | }
|
---|
59 |
|
---|
60 | /**
|
---|
61 | * With this method, you can override the default estimate of the utility
|
---|
62 | * space given uncertain preferences specified by the user model. This
|
---|
63 | * example sets every value to zero.
|
---|
64 | */
|
---|
65 | @Override
|
---|
66 | public AbstractUtilitySpace estimateUtilitySpace() {
|
---|
67 | return new AdditiveUtilitySpaceFactory(getDomain()).getUtilitySpace();
|
---|
68 | }
|
---|
69 |
|
---|
70 | @Override
|
---|
71 | public String getDescription() {
|
---|
72 | return "Example agent that can deal with uncertain preferences";
|
---|
73 | }
|
---|
74 |
|
---|
75 | }
|
---|