private void HandleServerReceived(object sender, DataPacketEventArgs e)
{
// Add the input to working memory
string senderName = e.DataPacket.SenderName;
StringMemoryItem inputItem = null;
if (senderName == AgentConstants.LISTENER_PROCESS_NAME)
{
inputItem = new StringMemoryItem();
inputItem.TagList.Add(listenerInputTag);
inputItem.SetContent(e.DataPacket.Message);
workingMemory.AddItem(inputItem);
timeOfLastListenerInput = inputItem.InsertionTime;
if (!busy)
{
HandleUserInput(inputItem);
}
}
else if (senderName == AgentConstants.VISION_PROCESS_NAME)
{
inputItem = new StringMemoryItem();
inputItem.TagList.Add(visionInputTag);
inputItem.SetContent(e.DataPacket.Message);
workingMemory.AddItem(inputItem);
timeOfLastVisionInput = inputItem.InsertionTime;
if (!busy)
{
HandleUserInput(inputItem);
}
}
else if (senderName == AgentConstants.INTERNET_PROCESS_NAME)
{
ProcessInternetInput(e.DataPacket.Message);
}
}
private void AddQueryTermsToWorkingMemory(List <string> queryTerms)
{
List <MemoryItem> queryMemoryItemList = new List <MemoryItem>();
for (int ii = 0; ii < queryTerms.Count; ii++)
{
string queryTerm = queryTerms[ii];
string queryTag = queryTagList[ii];
StringMemoryItem queryMemoryItem = new StringMemoryItem();
queryMemoryItem.TagList.Add(queryTag);
queryMemoryItem.SetContent(queryTerm);
queryMemoryItemList.Add(queryMemoryItem);
}
ownerAgent.WorkingMemory.AddItems(queryMemoryItemList);
/* StringMemoryItem queryMemoryItem = new StringMemoryItem();
* foreach (string queryTag in queryTagList)
* {
* queryMemoryItem.TagList.Add(queryTag);
* }
* string queryTermsString = "";
* foreach (string queryTerm in queryTerms)
* {
* queryTermsString += queryTerm + ownerAgent.MemoryItemSeparationCharacter;
* }
* queryTermsString = queryTermsString.TrimEnd(new char[] { ownerAgent.MemoryItemSeparationCharacter });
* queryMemoryItem.SetContent(queryTermsString);
* ownerAgent.WorkingMemory.AddItem(queryMemoryItem); */
}
public void SendInternetRequest(string request)
{
StringMemoryItem requestItem = new StringMemoryItem();
requestItem.TagList.Add(internetOutputTag);
requestItem.SetContent(request);
workingMemory.AddItem(requestItem);
timeOfLastInternetRequest = requestItem.InsertionTime;
string clientID = server.GetFirstClientID(AgentConstants.INTERNET_PROCESS_NAME);
if (clientID != null)
{
server.Send(clientID, request);
}
}
public void SendExpression(string expression)
{
StringMemoryItem expressionItem = new StringMemoryItem();
expressionItem.TagList.Add(faceExpressionOutputTag);
expressionItem.SetContent(expression);
workingMemory.AddItem(expressionItem);
timeOfLastFaceExpressionOutput = expressionItem.InsertionTime;
string clientID = server.GetFirstClientID(AgentConstants.FACE_PROCESS_NAME);
if (clientID != null)
{
server.Send(clientID, expression);
}
}
public void SendSpeechOutput(string outputString)
{
StringMemoryItem outputItem = new StringMemoryItem();
outputItem.TagList.Add(speechOutputTag);
outputItem.SetContent(outputString);
workingMemory.AddItem(outputItem);
timeOfLastSpeechOutput = outputItem.InsertionTime;
string clientID = server.GetFirstClientID(AgentConstants.SPEECH_PROCESS_NAME);
if (clientID != null)
{
server.Send(clientID, outputString);
}
}
private void AddQueryTermsToWorkingMemory(List <string> queryTerms)
{
List <MemoryItem> queryMemoryItemList = new List <MemoryItem>();
for (int ii = 0; ii < queryTerms.Count; ii++)
{
string queryTerm = queryTerms[ii];
string queryTag = QueryTagList[ii];
StringMemoryItem queryMemoryItem = new StringMemoryItem();
queryMemoryItem.TagList.Add(queryTag);
queryMemoryItem.SetContent(queryTerm);
queryMemoryItemList.Add(queryMemoryItem);
}
ownerAgent.WorkingMemory.AddItems(queryMemoryItemList);
}
public override Boolean Run(List <object> parameterList, out string targetContext, out string targetID)
{
base.Run(parameterList, out targetContext, out targetID);
Boolean labelFound = false;
List <string> itemSoughtStringList = new List <string>();
foreach (string inputQueryTag in inputQueryTagList)
{
MemoryItem itemSought = ownerAgent.WorkingMemory.GetLastItemByTag(inputQueryTag);
if (itemSought != null) // 20171201
{
string itemSoughtString = (string)itemSought.GetContent();
itemSoughtStringList.Add(itemSoughtString);
}
}
List <MemoryItem> tagMatchingItemList = null;
if (memoryIdentifier == AgentConstants.LONG_TERM_MEMORY_NAME)
{
tagMatchingItemList = ownerAgent.LongTermMemory.GetAllItemsByTagList(searchTagList, tagSearchMode);
}
else
{
tagMatchingItemList = ownerAgent.WorkingMemory.GetAllItemsByTagList(searchTagList, tagSearchMode);
}
if (tagMatchingItemList != null)
{
foreach (MemoryItem memoryItem in tagMatchingItemList)
{
if (memoryItem is StringMemoryItem) // The only case covered, so far.
{
StringMemoryItem stringMemoryItem = (StringMemoryItem)memoryItem;
stringMemoryItem.GenerateLabelContentPairs();
LabelContentPair labelContentPair = null;
labelContentPair = stringMemoryItem.LabelContentPairList.Find(lcp => (lcp.Label == identificationLabel)); // && (lcp.Content.ToLower() == itemSoughtString));
if (labelContentPair != null) // 20171201
{
foreach (string itemSoughtString in itemSoughtStringList)
{
if (!labelContentPair.Content.ToLower().Contains(itemSoughtString))
{
labelContentPair = null;
break;
}
}
}
if (labelContentPair != null)
{
// A match was found. Now check if the searchLabel can be found as well:
LabelContentPair searchLabelContentPair = stringMemoryItem.LabelContentPairList.Find(lcp => lcp.Label == searchLabel);
if (searchLabelContentPair != null)
{
labelFound = true;
StringMemoryItem matchMemoryItem = new StringMemoryItem();
matchMemoryItem.TagList = new List <string>()
{
outputQueryTag
};
matchMemoryItem.SetContent(searchLabelContentPair.Content);
ownerAgent.WorkingMemory.AddItem(matchMemoryItem);
break;
}
}
}
}
}
if (labelFound)
{
targetContext = successTargetContext; // ToDo - uncomment and use!
targetID = successTargetID; // ToDo - uncomment and use!
}
else
{
targetContext = failureTargetContext;
targetID = failureTargetID;
}
return(labelFound);
}
/* public override void Initialize(Agent ownerAgent) // TODO use pattern list
* {
* base.Initialize(ownerAgent);
* //foreach (Pattern pattern in outputAction.PatternList)
* //{
* // pattern.ProcessDefinition();
* // // pattern.ProcessDefinitionList();
* //}
* }*/
public override Boolean Run(List <object> parameterList, out string targetContext, out string targetID)
{
base.Run(parameterList, out targetContext, out targetID);
string currentUser = "";
MemoryItem itemSought = ownerAgent.WorkingMemory.GetLastItemByTag(inputQueryTagList[0]);
if (itemSought != null) // 20171201
{
currentUser = (string)itemSought.GetContent();
}
List <string> openRatings = new List <string> {
};
foreach (var movie in _ultraManager.MovieList)
{
Boolean addItem = true;
//movie.Title ==
foreach (var rating in _ultraManager.RatingList)
{
if (rating.UserName == currentUser && rating.MovieTitle == movie.Title)
{
addItem = false;
}
}
if (addItem)
{
openRatings.Add(movie.Title);
}
}
// return random unseen movie to rate as outputQueryTag
Boolean noMoreRatngs = false;
if (openRatings.Count > 0)
{
// Random random = new Random();
// int randomIndex = random.Next(0, openRatings.Count);
int randomIndex = ownerAgent.RandomNumberGenerator.Next(0, openRatings.Count);
string openRating = openRatings[randomIndex];
StringMemoryItem rateMemoryItem = new StringMemoryItem();
rateMemoryItem.TagList = new List <string>()
{
outputQueryTag
};
rateMemoryItem.SetContent(openRating);
ownerAgent.WorkingMemory.AddItem(rateMemoryItem);
}
else
{
noMoreRatngs = true;
}
if (repetitionCount < maximumRepetitionCount && noMoreRatngs == false)
{
targetContext = successTargetContext;
targetID = successTargetID;
}
else
{
targetContext = failureTargetContext;
targetID = failureTargetID;
}
return(true);
}
protected override void RunLoop(List <object> parameterList)
{
string originalContext = ownerAgent.WorkingMemory.CurrentContext;
string currentUser = "";
MemoryItem itemSought = ownerAgent.WorkingMemory.GetLastItemByTag(inputQueryTagList[0]);
if (itemSought != null) // 20171201
{
currentUser = (string)itemSought.GetContent();
}
// Recommend!
// Get similarity of currentUser to all other users-------------------------------------------------
// create ratingTable
List <string> userList = new List <string> {
};
List <string> movieList = new List <string> {
};
userList.Add(currentUser);
foreach (var rating in _ultraManager.RatingList)
{
if (!userList.Exists(x => string.Equals(x, rating.UserName, StringComparison.OrdinalIgnoreCase)))
{
userList.Add(rating.UserName);
}
}
foreach (var rating in _ultraManager.RatingList)
{
if (!movieList.Exists(x => string.Equals(x, rating.MovieTitle, StringComparison.OrdinalIgnoreCase)))
{
movieList.Add(rating.MovieTitle);
}
}
int nbrOfUsers = userList.Count;
int userInsertionIndex = 0;
int nbrOfMovies = movieList.Count;
int movieInsertionIndex = 0;
double[,] ratingTable = new double[nbrOfUsers, nbrOfMovies];
foreach (var rating in _ultraManager.RatingList)
{
userInsertionIndex = userList.FindIndex(x => x.StartsWith(rating.UserName));
movieInsertionIndex = movieList.FindIndex(x => x.StartsWith(rating.MovieTitle));
ratingTable[userInsertionIndex, movieInsertionIndex] = rating.RatingValue;
}
// calculate mean rating for each user
double[] meanRatings = new double[nbrOfUsers];
for (int i = 0; i < nbrOfUsers; ++i)
{
double ratingSum = 0;
int nbrOfRated = 0;
for (int j = 0; j < nbrOfMovies; ++j)
{
if (ratingTable[i, j] > 0)
{
ratingSum = ratingSum + ratingTable[i, j];
++nbrOfRated;
}
}
if (ratingSum > 0 && nbrOfRated > 0)
{
meanRatings[i] = ratingSum / nbrOfRated;
}
}
// calculate Pearson correlation
List <double> simToUser = new List <double> {
0
}; // TODO: use dictionary
for (int i = 1; i < nbrOfUsers; ++i)
{
List <int> setRatedBoth = new List <int> {
};
for (int j = 0; j < nbrOfMovies; ++j)
{
if (ratingTable[0, j] > 0 && ratingTable[i, j] > 0)
{
setRatedBoth.Add(j);
}
}
double sum1 = 0;
double sum2 = 0;
double sum3 = 0;
for (int k = 0; k < setRatedBoth.Count; ++k)
{
sum1 = sum1 + (ratingTable[0, setRatedBoth[k]] - meanRatings[0]) * (ratingTable[i, setRatedBoth[k]] - meanRatings[i]);
sum2 = sum2 + Math.Pow(ratingTable[0, setRatedBoth[k]] - meanRatings[0], 2);
sum3 = sum3 + Math.Pow(ratingTable[i, setRatedBoth[k]] - meanRatings[i], 2);
}
simToUser.Add(sum1 / (Math.Sqrt(sum2 * sum3)));
}
// Get most similar user
int mostSimilarUser = simToUser.IndexOf(simToUser.Max());
Debug.WriteLine(userList[mostSimilarUser]);
// Return random unseen movie
List <string> unseenMovies = new List <string> {
};
for (int j = 0; j < nbrOfMovies; ++j)
{
if (ratingTable[0, j] == 0 && ratingTable[mostSimilarUser, j] > 5)
{
unseenMovies.Add(movieList[j]);
}
}
Boolean noMoreRecommendations = false;
if (unseenMovies.Count > 0)
{
int randomIndex = ownerAgent.RandomNumberGenerator.Next(0, unseenMovies.Count);
string recommendation = unseenMovies[randomIndex];
StringMemoryItem rateMemoryItem = new StringMemoryItem();
rateMemoryItem.TagList = new List <string>()
{
outputQueryTag
};
rateMemoryItem.SetContent(recommendation);
ownerAgent.WorkingMemory.AddItem(rateMemoryItem);
}
else
{
noMoreRecommendations = true;
}
AsynchronousDialogueItemEventArgs e = new AsynchronousDialogueItemEventArgs(originalContext, outputAction.TargetContext, outputAction.TargetID);
OnRunCompleted(e);
}
public override Boolean Run(List <object> parameterList, out string targetContext, out string targetID)
{
base.Run(parameterList, out targetContext, out targetID);
List <double> operandList = new List <double>();
foreach (string inputQueryTag in inputQueryTagList)
{
MemoryItem itemSought = ownerAgent.WorkingMemory.GetLastItemByTag(inputQueryTag);
string itemSoughtString = (string)itemSought.GetContent();
double operand;
Boolean inputOK = double.TryParse(itemSoughtString, out operand);
if (inputOK)
{
operandList.Add(operand);
}
else
{
return(false);
}
}
double output = 0;
if (operation.ToLower() == "addition")
{
output = 0;
foreach (double operand in operandList)
{
output += operand;
}
}
else if (operation.ToLower() == "subtraction")
{
if (operandList.Count == 2)
{
output = operandList[0] - operandList[1];
}
else
{
return(false);
}
}
else if (operation.ToLower() == "multiplication")
{
output = 1;
foreach (double operand in operandList)
{
output *= operand;
}
}
else
{
return(false);
}
StringMemoryItem matchMemoryItem = new StringMemoryItem();
matchMemoryItem.TagList = new List <string>()
{
outputQueryTag
};
matchMemoryItem.SetContent(output.ToString());
ownerAgent.WorkingMemory.AddItem(matchMemoryItem);
targetContext = outputTargetContext;
targetID = outputTargetID;
return(true);
}
// The message should be formatted as [<dest>][{tag1, ..., tagN}][<content>]
// where <dest> is either "WorkingMemory" or "LongTermMemory". The tag list is optional for items
// inserted into working memory, but must be present for long-term memory items. If tags are included,
// they are added to the tag list of the memory item. Then the content (specified in <content>, without
// the < >) is added as well.
// Note that the message must have PRECISELY the shape defined above!
private void ProcessInternetInput(string message)
{
StringMemoryItem internetInputItem = new StringMemoryItem();
char leftSeparationCharacter = AgentConstants.INTERNET_INPUT_LEFT_SEPARATION_CHARACTER;
char rightSeparationCharacter = AgentConstants.INTERNET_INPUT_RIGHT_SEPARATION_CHARACTER;
List <string> messageSplit = message.Split(new char[] { leftSeparationCharacter, rightSeparationCharacter }, StringSplitOptions.RemoveEmptyEntries).ToList();
if (messageSplit.Count == 2) // No tags
{
if (messageSplit[0] == AgentConstants.WORKING_MEMORY_NAME)
{
string content = messageSplit[1];
if (content != null)
{
if (content.Length > 0)
{
internetInputItem.SetContent(content);
internetInputItem.TagList.Add(internetInputTag);
workingMemory.AddItem(internetInputItem);
timeOfLastInternetInput = internetInputItem.InsertionTime;
// if (!busy) { HandleInput(internetInputItem); }
}
}
}
}
else if (messageSplit.Count == 3)
{
if (messageSplit[0] == AgentConstants.WORKING_MEMORY_NAME)
{
string content = messageSplit[2];
if (content != null)
{
if (content.Length > 0)
{
internetInputItem.SetContent(content);
internetInputItem.TagList.Add(internetInputTag);
char leftListCharacter = AgentConstants.INTERNET_INPUT_TAG_LIST_LEFT_CHARACTER;
char rightListCharacter = AgentConstants.INTERNET_INPUT_TAG_LIST_RIGHT_CHARACTER;
char separator = AgentConstants.INTERNET_INPUT_TAG_LIST_SEPARATOR_CHARACTER;
List <string> tagListSplit = messageSplit[1].Split(new char[] { leftListCharacter, rightListCharacter, separator },
StringSplitOptions.RemoveEmptyEntries).ToList();
if (tagListSplit != null)
{
if (tagListSplit.Count > 0)
{
foreach (string tag in tagListSplit)
{
internetInputItem.TagList.Add(tag);
}
}
}
workingMemory.AddItem(internetInputItem);
timeOfLastInternetInput = internetInputItem.InsertionTime;
// if (!busy) { HandleInput(internetInputItem); }
}
}
}
else if (messageSplit[0] == AgentConstants.LONG_TERM_MEMORY_NAME)
{
// Insertions on long-term memory do not trigger actions by the agent, but the contents
// will of course be available for later use.
// Also, for long-term memory items, tags are _required_. If no tags are present, the
// input is simply ignored.
char leftListCharacter = AgentConstants.INTERNET_INPUT_TAG_LIST_LEFT_CHARACTER;
char rightListCharacter = AgentConstants.INTERNET_INPUT_TAG_LIST_RIGHT_CHARACTER;
char separator = AgentConstants.INTERNET_INPUT_TAG_LIST_SEPARATOR_CHARACTER;
List <string> tagListSplit = messageSplit[1].Split(new char[] { leftListCharacter, rightListCharacter, separator },
StringSplitOptions.RemoveEmptyEntries).ToList();
if (tagListSplit != null)
{
if (tagListSplit.Count > 0)
{
foreach (string tag in tagListSplit)
{
internetInputItem.TagList.Add(tag);
}
string content = messageSplit[2];
if (content != null)
{
if (content.Length > 0)
{
internetInputItem.SetContent(content);
longtermMemory.AddItem(internetInputItem);
timeOfLastInternetInput = internetInputItem.InsertionTime;
}
}
}
}
}
}
}
private void importMemoryItemsButton_Click(object sender, EventArgs e)
{
using (OpenFileDialog openFileDialog = new OpenFileDialog())
{
string longTermMemoryDirectoryPath = Path.GetDirectoryName(Application.ExecutablePath) + "\\" + agent.LongTermMemoryRelativePath;
openFileDialog.InitialDirectory = longTermMemoryDirectoryPath;
openFileDialog.Filter = "text files (*.txt)|*.txt";
if (openFileDialog.ShowDialog() == DialogResult.OK)
{
List <MemoryItem> addedItemsList = new List <MemoryItem>();
StreamReader memoryItemReader = new StreamReader(openFileDialog.FileName);
string errorString = "Errors on lines: ";
Boolean errorsFound = false;
int lineNumber = 0;
while (!memoryItemReader.EndOfStream)
{
string information = memoryItemReader.ReadLine();
if (information != null)
{
Boolean itemOK = false;
List <string> tagsContentList = information.Split(new string[] { "[Tags]", "[Content]" }, StringSplitOptions.RemoveEmptyEntries).ToList();
if (tagsContentList.Count == 2)
{
if (information.IndexOf("Tags") < information.IndexOf("Content"))
{
string tagInformation = tagsContentList[0];
if ((!tagInformation.Contains("=")) && (!tagInformation.Contains(":"))) // Make sure that the user does not accidentally add a "=" or ":"
{
List <string> tagList = tagInformation.Split(new char[] { ' ' }, StringSplitOptions.RemoveEmptyEntries).ToList();
if (tagList.Count > 0)
{
string content = tagsContentList[1];
if (content != null)
{
if (content != "")
{
itemOK = true;
StringMemoryItem item = new StringMemoryItem();
item.TagList = tagList;
item.SetContent(content);
item.InsertionTime = DateTime.Now;
addedItemsList.Add(item);
}
}
}
}
}
}
if (!itemOK)
{
errorsFound = true;
errorString += lineNumber.ToString() + ",";
}
}
}
if (addedItemsList.Count > 0)
{
agent.LongTermMemory.AddItems(addedItemsList);
}
if (errorsFound)
{
MessageBox.Show("Import errors", errorString);
}
}
}
}