diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml new file mode 100644 index 0000000..c5ca883 --- /dev/null +++ b/.github/FUNDING.yml @@ -0,0 +1,3 @@ +# These are supported funding model platforms + +github: [primaryobjects] diff --git a/AIProgrammer.Fitness/AIProgrammer.Fitness.csproj b/AIProgrammer.Fitness/AIProgrammer.Fitness.csproj index 95e3d56..1902e0b 100644 --- a/AIProgrammer.Fitness/AIProgrammer.Fitness.csproj +++ b/AIProgrammer.Fitness/AIProgrammer.Fitness.csproj @@ -46,6 +46,7 @@ + @@ -54,12 +55,12 @@ - - + + + - diff --git a/AIProgrammer.Fitness/Concrete/Research/ExtractInQuotesExtraFitness.cs b/AIProgrammer.Fitness/Concrete/ExtractInQuotes2Fitness.cs similarity index 83% rename from AIProgrammer.Fitness/Concrete/Research/ExtractInQuotesExtraFitness.cs rename to AIProgrammer.Fitness/Concrete/ExtractInQuotes2Fitness.cs index cd26ffb..b39d311 100644 --- a/AIProgrammer.Fitness/Concrete/Research/ExtractInQuotesExtraFitness.cs +++ b/AIProgrammer.Fitness/Concrete/ExtractInQuotes2Fitness.cs @@ -14,12 +14,12 @@ namespace AIProgrammer.Fitness.Concrete { /// - /// Outputs the text inside quotes, with additional text in front of it. + /// Outputs the text inside quotes, with additional text before and after. /// - public class ExtractInQuotesExtraFitness : FitnessBase + public class ExtractInQuotes2Fitness : FitnessBase { - private static string[] _trainingExamples = { "dot \"inside\"", "mil \"test\"", "fin \"foresting\"" }; - private static string[] _trainingResults = new string[] { "inside", "test", "foresting" }; + private static string[] _trainingExamples = { "alice \"inside\" over", "xy \"test\" rights", "hopping \"foresting\" bat", "more \"steady\" working" }; + private static string[] _trainingResults = new string[] { "inside", "test", "foresting", "steady" }; #region Settings @@ -72,7 +72,7 @@ public override int? ExpandRate #endregion - public ExtractInQuotesExtraFitness(GA ga, int maxIterationCount, string appendFunctions = null) + public ExtractInQuotes2Fitness(GA ga, int maxIterationCount, string appendFunctions = null) : base(ga, maxIterationCount, appendFunctions) { if (_targetFitness == 0) @@ -81,6 +81,7 @@ public ExtractInQuotesExtraFitness(GA ga, int maxIterationCount, string appendFu { _targetFitness += _trainingResults[i].Length * 256; _targetFitness += 10; // length fitness + _targetFitness += 10 * _trainingResults[i].Length; } } } @@ -97,9 +98,9 @@ protected override double GetFitnessMethod(string program) try { int state = 0; - HashSet memoryHash = new HashSet(); + //HashSet memoryHash = new HashSet(); int aBonus = 0; - + int quoteCount = 0; _console.Clear(); // Run the program. @@ -108,7 +109,11 @@ protected override double GetFitnessMethod(string program) if (state < _trainingExamples[i].Length) { // Store data in different memory positions, so that function can access the data. - memoryHash.Add(_bf.m_CurrentDataPointer); + //memoryHash.Add(_bf.m_CurrentDataPointer); + if (_trainingExamples[i][state] == '"') + { + quoteCount++; + } // Send input. return (byte)_trainingExamples[i][state++]; @@ -121,21 +126,27 @@ protected override double GetFitnessMethod(string program) }, (b) => { + if (_console.Length < _trainingResults[i].Length && quoteCount == 1) + { + // Only output whats in the quotes. + Fitness += 10; + } + _console.Append((char)b); }, (function) => { if (function == 'a' && aBonus < 2 && _bf.IsInsideLoop) { - countBonus += 50; - countBonus += (_bf.m_CurrentInstructionPointer + 1 < program.Length) && program[_bf.m_CurrentInstructionPointer + 1] == '!' ? 50 : 0; + countBonus += 25; + countBonus += (_bf.m_CurrentInstructionPointer + 1 < program.Length) && program[_bf.m_CurrentInstructionPointer + 1] == '!' ? 25 : 0; aBonus++; - } + } }, new Function[] { new Function() { MaxIterationCount = 100 } }); _bf.Run(_maxIterationCount); // Give a bonus for using multiple memory registers, supporting diversity. - countBonus += memoryHash.Count * 25; + //countBonus += memoryHash.Count * 25; } catch { @@ -163,7 +174,7 @@ protected override double GetFitnessMethod(string program) IsFitnessAchieved(); // Bonus for less operations to optimize the code. - countBonus += ((_maxIterationCount - _bf.m_Ticks) / 20.0); + countBonus += ((_maxIterationCount - _bf.m_Ticks) / 1000.0); Ticks += _bf.m_Ticks; TotalTicks += _bf.m_TotalTicks; diff --git a/AIProgrammer.Fitness/Concrete/CountDownFitness.cs b/AIProgrammer.Fitness/Concrete/StringLengthFitness.cs similarity index 52% rename from AIProgrammer.Fitness/Concrete/CountDownFitness.cs rename to AIProgrammer.Fitness/Concrete/StringLengthFitness.cs index 46a28c8..5e07b73 100644 --- a/AIProgrammer.Fitness/Concrete/CountDownFitness.cs +++ b/AIProgrammer.Fitness/Concrete/StringLengthFitness.cs @@ -1,34 +1,72 @@ using AIProgrammer.Fitness.Base; using AIProgrammer.GeneticAlgorithm; using AIProgrammer.Managers; +using AIProgrammer.Types; +using Newtonsoft.Json; using System; using System.Collections.Generic; using System.Linq; using System.Text; +using System.Text.RegularExpressions; using System.Threading.Tasks; +using System.Xml; namespace AIProgrammer.Fitness.Concrete { /// - /// Outputs a countdown from an input number. Note, input is taken in byte value. - /// Example: input = 5: 543210 + /// Returns the length of a string. /// - public class CountdownFitness : FitnessBase + public class StringLengthFitness : FitnessBase { - private int _trainingCount; + private static string[] _trainingExamples = { "cori@domain.com", "mt@po.box", "test", "johnandjanesdfgjnsdkfjgjnrtkhreuitgure", "unknown-string-goes-here" }; + private static int[] _trainingResults; - public CountdownFitness(GA ga, int maxIterationCount, int maxTrainingCount = 4) - : base(ga, maxIterationCount) + #region Settings + + public override int? GenomeSize + { + get + { + return 10; + } + } + + public override int? MaxGenomeSize + { + get + { + return 150; + } + } + + public override int? ExpandAmount + { + get + { + return 2; + } + } + + public override int? ExpandRate { - _trainingCount = maxTrainingCount; + get + { + return 2000; + } + } + #endregion + + public StringLengthFitness(GA ga, int maxIterationCount, string appendFunctions = null) + : base(ga, maxIterationCount, appendFunctions) + { if (_targetFitness == 0) { - // A * 256 => A = Number of numeric values in training example, 256 = 256 characters per byte. - _targetFitness += 6 * 256; - _targetFitness += 4 * 256; - _targetFitness += 3 * 256; - _targetFitness += 7 * 256; + // Extract expected results from training examples. + _trainingResults = _trainingExamples.ToList().ConvertAll(e => { return e.Length; }).ToArray(); + + // Assign target fitness. + _targetFitness = _trainingExamples.Length * 256; } } @@ -36,14 +74,10 @@ public CountdownFitness(GA ga, int maxIterationCount, int maxTrainingCount = 4) protected override double GetFitnessMethod(string program) { - byte[][] trainingExamples = { new byte[] { 5, 4, 3, 2, 1, 0 }, - new byte[] { 3, 2, 1, 0 }, - new byte[] { 2, 1, 0 }, - new byte[] { 6, 5, 4, 3, 2, 1, 0 } }; double countBonus = 0; double penalty = 0; - for (int i = 0; i < trainingExamples.Length; i++) + for (int i = 0; i < _trainingExamples.Length; i++) { try { @@ -53,24 +87,26 @@ protected override double GetFitnessMethod(string program) // Run the program. _bf = new Interpreter(program, () => { - if (state == 0) + if (state < _trainingExamples[i].Length) { - state++; - // Send input. - return trainingExamples[i][0]; + return (byte)_trainingExamples[i][state++]; } else { // Not ready for input. - penalty++; - - return 255; + return 0; } }, (b) => { - _console.Append((char)b); + if (state < _trainingExamples[i].Length) + { + // Apply a penalty for outputting before reading the input. + penalty += 10; + } + + _console.Append(b.ToString()); }); _bf.Run(_maxIterationCount); } @@ -78,28 +114,29 @@ protected override double GetFitnessMethod(string program) { } - _output.Append(_console.ToString()); - _output.Append(","); - - // Order bonus. - for (int j = 0; j < trainingExamples[i].Length; j++) + if (_console.Length > 0) { - if (_console.Length > j) + string console = _console.ToString(); + _output.Append(console); + _output.Append(","); + + if (Int32.TryParse(console, out int value)) { - Fitness += 256 - Math.Abs((byte)_console[j] - trainingExamples[i][j]); + Fitness += 256 - Math.Abs(value - _trainingResults[i]); } } - // Make the AI wait until a solution is found without the penalty (too many input characters). + // Make the AI wait until a solution is found without the penalty. Fitness -= penalty; // Check for solution. IsFitnessAchieved(); // Bonus for less operations to optimize the code. - countBonus += ((_maxIterationCount - _bf.m_Ticks) / 20.0); + countBonus += ((_maxIterationCount - _bf.m_Ticks) / 1000.0); Ticks += _bf.m_Ticks; + TotalTicks += _bf.m_TotalTicks; } if (_fitness != Double.MaxValue) @@ -117,7 +154,7 @@ protected override void RunProgramMethod(string program) // Get input from the user. Console.WriteLine(); Console.Write(">: "); - byte startingValue = Byte.Parse(Console.ReadLine()); + string line = Console.ReadLine(); int index = 0; _console.Clear(); @@ -130,21 +167,20 @@ protected override void RunProgramMethod(string program) byte b; // Send the next character. - if (index++ == 0) + if (index < line.Length) { - b = startingValue; + b = (byte)line[index++]; } else { - b = 255; + b = 0; } return b; }, (b) => { - // Append numeric byte value. - _console.Append(b); + _console.Append(b.ToString()); }); bf.Run(_maxIterationCount); @@ -153,13 +189,13 @@ protected override void RunProgramMethod(string program) { } - Console.WriteLine(_console); + Console.WriteLine(_console.ToString()); } } public override string GetConstructorParameters() { - return _maxIterationCount + ", " + _trainingCount; + return _maxIterationCount.ToString(); } #endregion diff --git a/AIProgrammer.Functions/Concrete/StringFunction.cs b/AIProgrammer.Functions/Concrete/StringFunction.cs index d75859d..39356e4 100755 --- a/AIProgrammer.Functions/Concrete/StringFunction.cs +++ b/AIProgrammer.Functions/Concrete/StringFunction.cs @@ -19,12 +19,14 @@ public class StringFunction : IFunction private double _mutationRate; private int _genomeSize; private GAFunction _fitnessFunc; + private Action _onStepComplete; private OnGeneration _generationFunc; private TargetParams _targetParams; - public StringFunction(Func getFitnessMethod, GAStatus bestStatus, GAFunction fitnessFunc, OnGeneration generationFunc, double crossoverRate, double mutationRate, int genomeSize, TargetParams targetParams) + public StringFunction(Func getFitnessMethod, Action onStepComplete, GAStatus bestStatus, GAFunction fitnessFunc, OnGeneration generationFunc, double crossoverRate, double mutationRate, int genomeSize, TargetParams targetParams) { _getFitnessFunc = getFitnessMethod; + _onStepComplete = onStepComplete; _bestStatus = bestStatus; _crossoverRate = crossoverRate; _mutationRate = mutationRate; @@ -51,7 +53,10 @@ public string Generate(IGeneticAlgorithm ga) Dictionary terms = new Dictionary(); foreach (string part in parts) { - terms[part] = part; + if (!string.IsNullOrEmpty(part)) + { + terms[part] = part; + } } foreach (string term in terms.Values) @@ -65,7 +70,10 @@ public string Generate(IGeneticAlgorithm ga) // Run the genetic algorithm and get the best brain. program = GAManager.Run(ga, _fitnessFunc, _generationFunc); - + + // Trim extraneous loop instructions from the end. + program = program.Replace("[]", ""); + appendCode += program + "@"; // Reset the target fitness. @@ -76,6 +84,9 @@ public string Generate(IGeneticAlgorithm ga) _bestStatus.LastChangeDate = DateTime.Now; _bestStatus.Program = ""; _bestStatus.Ticks = 0; + + // Notify parent of progress. + _onStepComplete(appendCode, term); } // Restore target string. diff --git a/AIProgrammer.Functions/Concrete/StringFunctionChunk.cs b/AIProgrammer.Functions/Concrete/StringFunctionChunk.cs index d495460..57d9719 100644 --- a/AIProgrammer.Functions/Concrete/StringFunctionChunk.cs +++ b/AIProgrammer.Functions/Concrete/StringFunctionChunk.cs @@ -31,13 +31,15 @@ public class StringFunctionChunk : IFunction private double _mutationRate; private int _genomeSize; private GAFunction _fitnessFunc; + private Action _onStepComplete; private OnGeneration _generationFunc; private TargetParams _targetParams; private int _chunkSize; - public StringFunctionChunk(Func getFitnessMethod, GAStatus bestStatus, GAFunction fitnessFunc, OnGeneration generationFunc, double crossoverRate, double mutationRate, int genomeSize, TargetParams targetParams, int chunkSize = 4) + public StringFunctionChunk(Func getFitnessMethod, Action onStepComplete, GAStatus bestStatus, GAFunction fitnessFunc, OnGeneration generationFunc, double crossoverRate, double mutationRate, int genomeSize, TargetParams targetParams, int chunkSize = 4) { _getFitnessFunc = getFitnessMethod; + _onStepComplete = onStepComplete; _bestStatus = bestStatus; _crossoverRate = crossoverRate; _mutationRate = mutationRate; @@ -100,7 +102,10 @@ public string Generate(IGeneticAlgorithm ga) // Run the genetic algorithm and get the best brain. program = GAManager.Run(ga, _fitnessFunc, _generationFunc); - + + // Trim extraneous loop instructions from the end. + program = program.Replace("[]", ""); + appendCode += program + "@"; // Reset the target fitness. @@ -111,6 +116,9 @@ public string Generate(IGeneticAlgorithm ga) _bestStatus.LastChangeDate = DateTime.Now; _bestStatus.Program = ""; _bestStatus.Ticks = 0; + + // Notify parent of progress. + _onStepComplete(appendCode, term); } // Restore target string. diff --git a/AIProgrammer.Managers/CommonManager.cs b/AIProgrammer.Managers/CommonManager.cs index 68ffae8..941b620 100644 --- a/AIProgrammer.Managers/CommonManager.cs +++ b/AIProgrammer.Managers/CommonManager.cs @@ -79,7 +79,7 @@ public static class CommonManager /// ... /// return new StringStrictFitness(_ga, _maxIterationCount, _targetParams.TargetString, _appendCode); /// - public static string AlphabetFunctions = "6+.>>[->>>.+-++><<+.[-]><.<+-+[...-+[++.+-.<+]+<[-@6-+++.->[[--..>->--<>+++.[[-.+.>.<.<.><[+,+.--<[<.@>6+++.>-[+[.-[-[-][.-]+..+>--++>-].<>.>.->+[..]]-<@---6++++.>-++-[>-+>++[[+-[-.[]<>..[<--]..<]<>>[-,.@-7---+---------.>>[.>>+.>.+>.>>.[+,>>.].>...-<-@>>+-+[6+++[+++.[]]>[.]<.-.-.+<.<.]---<.>>[-+>[<+[.@6++++++<<>>+.+[--[-]-]-[..][[[>-.-.[-<.]][]>..>.-,@7--------<>.>[-..,.+-.+[[]...+++[++-<<++<+]<>]<>,[@7-><------.[[+]+]]].....[[]+<[-><<>++[-[<-<].<<>->@6++++++++><><++.+>-<->>[>>++>[-]>.>......-...[-,.[@-7-----.>><>[-[-]-]]@><7----.[]>.>....+.-<+.->+><-,-]]-+.+...<>.<+[]]8<@6--7---.>->+-[>..->+>>.[<->-.-.....+<>+.[>>.>-[]->@+>[,++<>+.+--.>>.>>....<.-->+[+<<[+]<>.-<.]]7--.-+@>6+++++++++++++++.-++[-[-]-[+[-[+-+--+--]..<.,<[,>@8----------------.>[+-[-<>.>++><]+<..[<-++]>[--],-@><----[[[+]>1+[7+.--<[-[-[[++-,-+[+].<.[<<-+<<[[+,@8[[++++[+-+7++.++>[]>+>><[>-.++.<+[+-.[+[<[[<++.+[@8------------->+<>+<.[]->[>..-><.>..<[.->>[]-]]9<.@7++><++.[]+-.>+.<[-[..[[-]<.].]+,-.++d-[d[>]-,-]+]@<>-->+[>[+++.[][,][,]]7++<][-+<+.<>-[>+]+,+>[.-.w<@>5>+7++++++.[].,.[+[.+--.<>-<-.<<-.<]->.[-+-+>]>1u@8-------[--.++>-+>>+>++>][[+..<>..[..<<[.<+<<<]-.<@";//>8-------+--[[.<[-...[+><><[.-..>[.[]]]>>>>].>,[><@7><+++++++++.>[<.<<.-.+-.>[-+--[][.-.+[<,>0]>[[[->@8---++--[--[+--.[->+>>->[<><>+[.++-++<+++]]-[[],,,@"; + public static string AlphabetFunctions = "6+.@6++.@6+++.@6++++.@6+++++.@6++++++.@6+++++++.@6++++++++.@7-------.@7------.@7-----.@7----.@7---.@7[--.@7-.@7.@-7+.@7++.-@7+++.@7++++.@7+++++.@7++++++.@8---------.@7++++++++.@8-------.@8------.@"; public static string ConvertDoubleArrayToBF(double[] array) { @@ -267,5 +267,21 @@ public static int GetFunctionCount(string program) return count; } + + /// + /// Returns a string alphabet functions to be used within appendCode. + /// + /// Return alphabet functions from a through "to" inclusive. + /// string + public static string GetAlphabet(char to = 'z') + { + string result = ""; + + string[] parts = AlphabetFunctions.Split("@".ToCharArray()); + int index = to - 'a'; + result = string.Join("@", parts.Take(index + 1)) + "@"; + + return result; + } } } diff --git a/AIProgrammer.Managers/GAManager.cs b/AIProgrammer.Managers/GAManager.cs index 1dc26d7..36415fd 100644 --- a/AIProgrammer.Managers/GAManager.cs +++ b/AIProgrammer.Managers/GAManager.cs @@ -25,10 +25,17 @@ public static string Run(IGeneticAlgorithm iga, GAFunction fitnessFunc, OnGenera { // Perform any additional setup for this fitness. setupFunc(); + } + + try + { + // Delete any existing dat file. + File.Delete(Directory.GetCurrentDirectory() + "\\my-genetic-algorithm.dat"); + } + catch (Exception excep) + { + Console.WriteLine("Unable to delete " + Directory.GetCurrentDirectory() + "\\my-genetic-algorithm.dat\n" + excep.Message); } - - // Delete any existing dat file. - File.Delete(Directory.GetCurrentDirectory() + "\\my-genetic-algorithm.dat"); // Start a new genetic algorithm. ga.GAParams.Elitism = true; diff --git a/AIProgrammer/Program.cs b/AIProgrammer/Program.cs index e9c8197..fc1f379 100755 --- a/AIProgrammer/Program.cs +++ b/AIProgrammer/Program.cs @@ -44,10 +44,11 @@ class Program private static int _maxIterationCount = 5000; // Max iterations a program may run before being killed (prevents infinite loops). private static int _expandAmount = 0; // The max genome size will expand by this amount, every _expandRate iterations (may help learning). Set to 0 to disable. private static int _expandRate = 5000; // The max genome size will expand by _expandAmount, at this interval of generations. + private static int _originalGenomeSize = _genomeSize; #endregion - private static IFunction _functionGenerator = null; //new StringFunction(() => GetFitnessMethod(), _bestStatus, fitnessFunction, OnGeneration, _crossoverRate, _mutationRate, _genomeSize, _targetParams); /* Functions require setting BrainfuckVersion=2 in App.config */ + private static IFunction _functionGenerator = null; //new StringFunction(() => GetFitnessMethod(), (program, param) => OnFunctionStepComplete(program, param), _bestStatus, fitnessFunction, OnGeneration, _crossoverRate, _mutationRate, _genomeSize, _targetParams); /* Functions require setting BrainfuckVersion=2 in App.config */ /// /// Selects the type of fitness algorithm to use (Hello World solutions, Calculation solutions, etc). @@ -67,6 +68,24 @@ private static IFitness GetFitnessMethod() return new StringStrictFitness(_ga, _maxIterationCount, _targetParams.TargetString, _appendCode); } + /// + /// Callback handler for each time a function completes solving a step of its process. For example, solving a word within a sentence, etc. + /// + /// Complete append code generated so far. This can be set as the value for _appendCode to generate programs. + /// Optional parameter supplied by Function to indicate what has been solved (i.e., the term, sentence, numeric value, etc). + private static void OnFunctionStepComplete(string program, object param) + { + // Reset genome size back to its original value for subsequent solving steps. + _genomeSize = _originalGenomeSize; + _ga.GAParams.GenomeSize = _genomeSize; + + // Reset timer. + _startTime = DateTime.Now; + + // Display generated code so far. + Console.WriteLine(param.ToString() + "\n" + program); + } + #region Worker Methods /// @@ -77,7 +96,7 @@ private static void OnGeneration(GA ga) if (_bestStatus.Iteration++ > 1000) { _bestStatus.Iteration = 0; - Console.WriteLine("Best Fitness: " + _bestStatus.TrueFitness + "/" + _targetParams.TargetFitness + " " + Math.Round(_bestStatus.TrueFitness / _targetParams.TargetFitness * 100, 2) + "%, Ticks: " + _bestStatus.Ticks + ", Total Ticks: " + _bestStatus.TotalTicks + ", Running: " + Math.Round((DateTime.Now - _startTime).TotalMinutes) + "m, Size: " + _genomeSize + ", Best Output: " + _bestStatus.Output + ", Changed: " + _bestStatus.LastChangeDate.ToString() + ", Program: " + _bestStatus.Program); + Console.WriteLine("Best Fitness: " + _bestStatus.TrueFitness + "/" + _targetParams.TargetFitness + " " + Math.Round(_bestStatus.TrueFitness / _targetParams.TargetFitness * 100, 2) + "%, Ticks: " + _bestStatus.Ticks + ", Total Ticks: " + _bestStatus.TotalTicks + ", Running: " + Math.Floor((DateTime.Now - _startTime).TotalSeconds / 60) + "m " + Math.Round(((DateTime.Now - _startTime).TotalSeconds % 60)) + "s, Size: " + _genomeSize + ", Best Output: " + _bestStatus.Output + ", Changed: " + _bestStatus.LastChangeDate.ToString() + ", Program: " + _bestStatus.Program); ga.Save("my-genetic-algorithm.dat"); } diff --git a/README.md b/README.md index 4cb65b3..b0acb49 100644 --- a/README.md +++ b/README.md @@ -1,27 +1,30 @@ AI-Programmer ========= -Read the full article at: -http://www.primaryobjects.com/CMS/Article149 - -AI-Programmer is an experiment with using artificial intelligence and genetic algorithms to automatically generate programs in the Brainf**k programming language. Successfully created [programs](https://github.com/primaryobjects/AI-Programmer/tree/master/Results) by the AI include: hello world, hello , addition, subtraction, reversing a string, fibonnaci sequence, 99 bottles of beer on the wall, and more. It's getting smarter. In short, it's an AI genetic algorithm implementation with self modifying code. +Read the full article [Using Artificial Intelligence to Write Self-Modifying/Improving Programs](http://www.primaryobjects.com/2013/01/27/using-artificial-intelligence-to-write-self-modifying-improving-programs/) + +Read the research paper [AI Programmer: Autonomously Creating +Software Programs Using Genetic Algorithms](https://arxiv.org/pdf/1709.05703.pdf "AI Programmer: Autonomously Creating +Software Programs Using Genetic Algorithms"). + +AI-Programmer is an experiment with using artificial intelligence and genetic algorithms to automatically generate programs. Successfully created [programs](https://github.com/primaryobjects/AI-Programmer/tree/master/Results) by the AI include: hello world, hello , addition, subtraction, reversing a string, fibonnaci sequence, 99 bottles of beer on the wall, and more. It's getting smarter. In short, it's an AI genetic algorithm implementation with self modifying code. ## Motivation Is it possible for a computer to write its own programs? Need a word processor? Let the computer create one for you. Need a screen capture tool? Let the computer create one for you. Take it a step further, and let the computer create programs that simplify your life, that you didn't even know you needed! -This is the idea behind the AI-Programmer experiment. The goal is to ultimately create a computer program that can write its own computer programs to solve specific computational problems. While the capability of a computer deciding what type of program to write is beyond our current means, we can still have a computer generate programs to solve very specific tasks, such as outputting the text, "Hello World". First, we need to choose a target programming language. For this experiment, we'll choose [Brainfuck](http://en.wikipedia.org/wiki/Brainfuck) (BF). +This is the idea behind the AI-Programmer experiment. The goal is to ultimately create a computer program that can write its own computer programs to solve specific computational problems. While the capability of a computer deciding what type of program to write is beyond our current means, we can still have a computer generate programs to solve very specific tasks, such as outputting the text, "Hello World". AI Programmer uses an esoteric programming language for generating software programs. ## Details -The BF programming language was selected due to the fact that it consists of only 8 instructions, while being Turing complete. Theoretically, it is capable of solving any computational problem. This makes it easy to develop an interpreter, capable of running the AI-generated programs in a simulated environment. In this manner, each generated program may be executed and its performance ranked as a fitness score. Since the AI is using a Turing complete programming language, the AI itself, is also theoretically capable of solving any computational problem. However, for this experiment, the AI will focus on outputting a simple string to the console. +The underlying programming language consists of only 8 instructions, while being Turing complete. Theoretically, it is capable of solving any computational problem. This makes it easy to develop an interpreter, capable of running the AI-generated programs in a simulated environment. In this manner, each generated program may be executed and its performance ranked as a fitness score. Since the AI is using a Turing complete programming language, the AI itself, is also theoretically capable of solving any computational problem. However, for this experiment, the AI will focus on outputting a simple string to the console. ## How It Works AI-Programmer works as follows: - A genome consists of an array of doubles. -- Each gene corresponds to an instruction in the BF programming language. +- Each gene corresponds to an instruction in the programming language. - Start with a population of random genomes. - Decode each genome into a resulting program by converting each double into its corresponding instruction and execute the program. - Get each program's fitness score, based upon the output it writes to the console (if any), and rank them. @@ -63,7 +66,7 @@ The AI successfully wrote a program to output "hi" after 5,700 generations in ab While the above code contains parsing errors, such as non-matching brackets, our simulation interpreter computes the result up until the program fails, so in the above case, the syntax error (which is later on in the code, after a solution is found) doesn't impact the fitness. -You can try pasting the above code into a BF [interpreter](http://www.iamcal.com/misc/bf_debug/). Click "Start Debugger", ignore the warnings, then click Run To Breakpoint. Note the output. +You can try pasting the above code into an online [interpreter](http://www.iamcal.com/misc/bf_debug/). Click "Start Debugger", ignore the warnings, then click Run To Breakpoint. Note the output. If we trim off the excess code, we see the following syntactically-valid code: @@ -101,7 +104,7 @@ More complex programs could likely be generated while using faster PCs. Next ste ## Quick-Start Guide to Using the Code -By default, the code is configured to use the BF Classic instruction set and to write a program to output a string. To change the string that is generated, simply expand the "Private Variables" section and change the text for TargetString to your desired value. +By default, the code is configured to use the Classic instruction set and to write a program to output a string. To change the string that is generated, simply expand the "Private Variables" section and change the text for TargetString to your desired value. ``` private static TargetParams _targetParams = new TargetParams { TargetString = "hello world" }; @@ -136,7 +139,7 @@ Set the App.config to use BrainPlus, so the AI has access to sub-routine instruc ``` - + ``` @@ -153,19 +156,17 @@ Experiment and have fun! Kory Becker http://www.primaryobjects.com/kory-becker -Read @ Primary Objects -Using Artificial Intelligence to Write Self-Modifying/Improving Programs -http://www.primaryobjects.com/CMS/Article149 +[Using Artificial Intelligence to Write Self-Modifying/Improving Programs](http://www.primaryobjects.com/CMS/Article149) + +[Pushing the Limits of Self-Programming Artificial Intelligence](http://www.primaryobjects.com/CMS/Article150) -Pushing the Limits of Self-Programming Artificial Intelligence -http://www.primaryobjects.com/CMS/Article150 +[Self-Programming Artificial Intelligence Learns to Use Functions](http://www.primaryobjects.com/CMS/Article163) -Self-Programming Artificial Intelligence Learns to Use Functions -http://www.primaryobjects.com/CMS/Article163 +[BF-Programmer: A Counterintuitive Approach to Autonomously Building Simplistic Programs Using Genetic Algorithms](http://www.primaryobjects.com/bf-programmer-2017.pdf) View @ GitHub https://github.com/primaryobjects/ai-programmer ## Copyright -Copyright (c) 2015 Kory Becker http://primaryobjects.com/kory-becker +Copyright (c) 2018 Kory Becker http://primaryobjects.com/kory-becker diff --git a/Results/extractinquotes2/extract-in-quotes-1.png b/Results/extractinquotes2/extract-in-quotes-1.png new file mode 100644 index 0000000..3a7fe62 Binary files /dev/null and b/Results/extractinquotes2/extract-in-quotes-1.png differ diff --git a/Results/extractinquotes2/extract-in-quotes-2-1.png b/Results/extractinquotes2/extract-in-quotes-2-1.png new file mode 100644 index 0000000..1f34701 Binary files /dev/null and b/Results/extractinquotes2/extract-in-quotes-2-1.png differ diff --git a/Results/extractinquotes2/extract-in-quotes-2-2.png b/Results/extractinquotes2/extract-in-quotes-2-2.png new file mode 100644 index 0000000..4e66ca4 Binary files /dev/null and b/Results/extractinquotes2/extract-in-quotes-2-2.png differ diff --git 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