An AI to play the Rock Paper Scissors game

Rock Paper Scissors Bot/Game in Python + AI + Machine Learning

A turn-based games app built with Next.js and TypeScript that features Tic-Tac-Toe and Rock Paper Scissors games with AI opponents powered by the Model Context Protocol (MCP), offering three difficulty levels.

A rock, paper, scissors game using artificial intelligence as the computer player. The program will remember patterns and make moves based on your historical moves

A simple AI game of rock, paper, scissors between the user and a bot

var config = { name: 'KTN Bot', userid: function () { return toId(this.name); }, group: '@', join: true, rooms: ['lobby'], punishvals: { 1: 'warn', 2: 'mute', 3: 'hourmute', 4: 'roomban', 5: 'ban' }, privaterooms: ['staff'], hosting: {}, laddering: true, ladderPercentage: 70, debug: false }; /** * On server start, this sets up fake user connection for bot and uses a fake ip. * It gets a the fake user from the users list and modifies it properties. In addition, * it sets up rooms that bot will join and adding the bot user to Users list and * removing the fake user created which already filled its purpose * of easily filling in the gaps of all the user's property. */ function joinServer() { if (process.uptime() > 5) return; // to avoid running this function again when reloading var worker = new(require('./fake-process.js').FakeProcess)(); Users.socketConnect(worker.server, undefined, '1', '76.19.156.198'); for (var i in Users.users) { if (Users.users[i].connections[0].ip === '76.19.156.198') { var bot = Users.users[i]; bot.name = config.name; bot.named = true; bot.renamePending = config.name; bot.authenticated = true; bot.userid = config.userid(); bot.group = config.group; if (config.join === true) { for (var all in Rooms.rooms) { if (all != 'global') { bot.roomCount[all] = 1; } } Users.users[bot.userid] = bot; for (var allRoom in Rooms.rooms) { if (allRoom != 'global') { Rooms.rooms[allRoom].users[Users.users[bot.userid]] = Users.users[bot.userid]; } } } else { for (var index in config.rooms) { if (index != 'global') { bot.roomCount[joinRooms[index]] = 1; } } Users.users[bot.userid] = bot; for (var jIndex in config.rooms) { if (jIndex != 'global') { Rooms.rooms[jIndex].users[Users.users[bot.userid]] = Users.users[bot.userid]; } } } delete Users.users[i]; } } } const ACTION_COOLDOWN = 3 * 1000; const FLOOD_MESSAGE_NUM = 5; const FLOOD_PER_MSG_MIN = 500; // this is the minimum time between messages for legitimate spam. It's used to determine what "flooding" is caused by lag const FLOOD_MESSAGE_TIME = 6 * 1000; const MIN_CAPS_LENGTH = 18; const MIN_CAPS_PROPORTION = 0.8; var parse = { chatData: {}, processChatData: function (user, room, connection, message) { if (user.userid === config.userid() || !room.users[config.userid()]) return true; var cmds = this.processBotCommands(user, room, connection, message); if (cmds) return false; message = message.trim().replace(/ +/g, " "); // removes extra spaces so it doesn't trigger stretching this.updateSeen(user.userid, 'c', room.title); var time = Date.now(); if (!this.chatData[user]) this.chatData[user] = { zeroTol: 0, lastSeen: '', seenAt: time }; if (!this.chatData[user][room]) this.chatData[user][room] = { times: [], points: 0, lastAction: 0 }; this.chatData[user][room].times.push(time); var pointVal = 0; var muteMessage = ''; // moderation for flooding (more than x lines in y seconds) var isFlooding = (this.chatData[user][room].times.length >= FLOOD_MESSAGE_NUM && (time - this.chatData[user][room].times[this.chatData[user][room].times.length - FLOOD_MESSAGE_NUM]) < FLOOD_MESSAGE_TIME && (time - this.chatData[user][room].times[this.chatData[user][room].times.length - FLOOD_MESSAGE_NUM]) > (FLOOD_PER_MSG_MIN * FLOOD_MESSAGE_NUM)); if (isFlooding) { if (pointVal < 2) { pointVal = 2; muteMessage = ', flooding'; } } // moderation for caps (over x% of the letters in a line of y characters are capital) var capsMatch = message.replace(/[^A-Za-z]/g, '').match(/[A-Z]/g); if (capsMatch && toId(message).length > MIN_CAPS_LENGTH && (capsMatch.length >= Math.floor(toId(message).length * MIN_CAPS_PROPORTION))) { if (pointVal < 1) { pointVal = 1; muteMessage = ', caps'; } } // moderation for stretching (over x consecutive characters in the message are the same) var stretchMatch = message.toLowerCase().match(/(.)\1{7,}/g) || message.toLowerCase().match(/(..+)\1{4,}/g); // matches the same character (or group of characters) 8 (or 5) or more times in a row if (stretchMatch) { if (pointVal < 1) { pointVal = 1; muteMessage = ', stretching'; } } if (pointVal > 0 && !(time - this.chatData[user][room].lastAction < ACTION_COOLDOWN)) { var cmd = 'mute'; // defaults to the next punishment in config.punishVals instead of repeating the same action (so a second warn-worthy // offence would result in a mute instead of a warn, and the third an hourmute, etc) if (this.chatData[user][room].points >= pointVal && pointVal < 4) { this.chatData[user][room].points++; cmd = config.punishvals[this.chatData[user][room].points] || cmd; } else { // if the action hasn't been done before (is worth more points) it will be the one picked cmd = config.punishvals[pointVal] || cmd; this.chatData[user][room].points = pointVal; // next action will be one level higher than this one (in most cases) } if (config.privaterooms.indexOf(room) >= 0 && cmd === 'warn') cmd = 'mute'; // can't warn in private rooms // if the bot has % and not @, it will default to hourmuting as its highest level of punishment instead of roombanning if (this.chatData[user][room].points >= 4 && config.group === '%') cmd = 'hourmute'; if (this.chatData[user].zeroTol > 4) { // if zero tolerance users break a rule they get an instant roomban or hourmute muteMessage = ', zero tolerance user'; cmd = config.group !== '%' ? 'roomban' : 'hourmute'; } if (this.chatData[user][room].points >= 2) this.chatData[user].zeroTol++; // getting muted or higher increases your zero tolerance level (warns do not) this.chatData[user][room].lastAction = time; room.add('|c|' + user.group + user.name + '|' + message); CommandParser.parse(('/' + cmd + ' ' + user.userid + muteMessage), room, Users.get(config.name), Users.get(config.name).connections[0]); return false; } return true; }, updateSeen: function (user, type, detail) { user = toId(user); type = toId(type); if (type in {j: 1, l: 1, c: 1} && (config.rooms.indexOf(toId(detail)) === -1 || config.privaterooms.indexOf(toId(detail)) > -1)) return; var time = Date.now(); if (!this.chatData[user]) this.chatData[user] = { zeroTol: 0, lastSeen: '', seenAt: time }; if (!detail) return; var msg = ''; if (type in {j: 1, l: 1, c: 1}) { msg += (type === 'j' ? 'joining' : (type === 'l' ? 'leaving' : 'chatting in')) + ' ' + detail.trim() + '.'; } else if (type === 'n') { msg += 'changing nick to ' + ('+%@&#~'.indexOf(detail.trim().charAt(0)) === -1 ? detail.trim() : detail.trim().substr(1)) + '.'; } if (msg) { this.chatData[user].lastSeen = msg; this.chatData[user].seenAt = time; } }, processBotCommands: function (user, room, connection, message) { if (room.type !== 'chat' || message.charAt(0) !== '.') return; var cmd = '', target = '', spaceIndex = message.indexOf(' '), botDelay = (Math.floor(Math.random() * 6) * 1000), now = Date.now(); if (spaceIndex > 0) { cmd = message.substr(1, spaceIndex - 1); target = message.substr(spaceIndex + 1); } else { cmd = message.substr(1); target = ''; } cmd = cmd.toLowerCase(); if ((message.charAt(0) === '.' && Object.keys(Bot.commands).join(' ').toString().indexOf(cmd) >= 0 && message.substr(1) !== '') && !Bot.config.debug) { if ((now - user.lastBotCmd) * 0.001 < 30) { connection.sendTo(room, 'Please wait ' + Math.floor((30 - (now - user.lastBotCmd) * 0.001)) + ' seconds until the next command.'); return true; } user.lastBotCmd = now; } if (commands[cmd]) { var context = { sendReply: function (data) { setTimeout(function () { room.add('|c|' + config.group + config.name + '|' + data); }, botDelay); }, sendPm: function (data) { var message = '|pm|' + config.group + config.name + '|' + user.group + user.name + '|' + data; user.send(message); }, can: function (permission) { if (!user.can(permission)) { setTimeout(function () { connection.sendTo(room, '.' + cmd + ' - Access denied.'); }, botDelay); return false; } return true; }, parse: function (target) { CommandParser.parse(target, room, Users.get(Bot.config.name), Users.get(Bot.config.name).connections[0]); }, }; if (typeof commands[cmd] === 'function') { commands[cmd].call(context, target, room, user, connection, cmd, message); } } }, getTimeAgo: function (time) { time = Date.now() - time; time = Math.round(time / 1000); // rounds to nearest second var seconds = time % 60; var times = []; if (seconds) times.push(String(seconds) + (seconds === 1 ? ' second' : ' seconds')); var minutes, hours, days; if (time >= 60) { time = (time - seconds) / 60; // converts to minutes minutes = time % 60; if (minutes) times = [String(minutes) + (minutes === 1 ? ' minute' : ' minutes')].concat(times); if (time >= 60) { time = (time - minutes) / 60; // converts to hours hours = time % 24; if (hours) times = [String(hours) + (hours === 1 ? ' hour' : ' hours')].concat(times); if (time >= 24) { days = (time - hours) / 24; // you can probably guess this one if (days) times = [String(days) + (days === 1 ? ' day' : ' days')].concat(times); } } } if (!times.length) times.push('0 seconds'); return times.join(', '); } }; var commands = { guide: function (target, room, user) { var commands = Object.keys(Bot.commands); commands = commands.join(', ').toString(); this.sendReply('List of bot commands: ' + commands); }, say: function (target, room, user) { if (!this.can('say')) return; this.sendReply(target); }, tell: function (target, room, user) { if (!this.can('bottell')) return; var parts = target.split(','); if (parts.length < 2) return; this.parse('/tell ' + toId(parts[0]) + ', ' + Tools.escapeHTML(parts[1])); this.sendReply('Message sent to ' + parts[0] + '.'); }, penislength: function (target, room, user) { this.sendReply('8.5 inches from the base. Perv.'); }, seen: function (target, room, user, connection) { if (!target) return; if (!toId(target) || toId(target).length > 18) return connection.sendTo(room, 'Invalid username.'); if (!parse.chatData[toId(target)] || !parse.chatData[toId(target)].lastSeen) { return this.sendPm('The user ' + target.trim() + ' has never been seen chatting in rooms.'); } return this.sendPm(target.trim() + ' was last seen ' + parse.getTimeAgo(parse.chatData[toId(target)].seenAt) + ' ago, ' + parse.chatData[toId(target)].lastSeen); }, salt: function (target, room, user) { if (!global.salt) global.salt = 0; salt++; this.sendReply(salt + '% salty.'); }, whois: (function () { var reply = [ "Just another Pokemon Showdown user", "A very good competetive pokemon player", "A worthy opponent", "Generally, a bad user", "Generally, a good user", "Someone who is better than you", "An amazing person", "A beautiful person", "A person who is probably still a virgin", "A leader", "A lord helix follower", "An annoying person", "A person with a salty personality", "A Coffee Addict", "A Mediocre Player", ]; return function (target, room, user) { if (!target) return; var message = reply[Math.floor(Math.random() * reply.length)]; target = toId(target); if (target === 'creaturephil') message = 'An experienced **coder** for pokemon showdown. He has coded for over 5 servers such as kill the noise, moxie, aerdeith, nova, etc. Please follow him on github: https://github.com/CreaturePhil'; if (target === config.userid()) message = 'That\'s me.'; if (target === 'zarel') message = 'Pokemon Showdown Creator'; if (target === 'stevoduhhero') message = 'STEVO DUH GOD DAMN HERO! Respect him!'; if (target === 'rickycocaine') message = 'RICKY COCAAAAAAAINE'; this.sendReply(message); }; })(), helix: (function () { var reply = [ "Signs point to yes.", "Yes.", "Reply hazy, try again.", "Without a doubt.", "My sources say no.", "As I see it, yes.", "You may rely on it.", "Concentrate and ask again.", "Outlook not so good.", "It is decidedly so.", "Better not tell you now.", "Very doubtful.", "Yes - definitely.", "It is certain.", "Cannot predict now.", "Most likely.", "Ask again later.", "My reply is no.", "Outlook good.", "Don't count on it." ]; return function (target, room, user) { if (!target) return; var message = reply[Math.floor(Math.random() * reply.length)]; this.sendPm(message); }; })(), maketournament: function (target, room, user) { if (!this.can('maketournament')) return; if (Tournaments.tournaments[room.id]) return this.sendReply('A tournament is already running in the room.'); var parts = target.split(','), self = this, counter = 1; if (parts.length < 2 || Tools.getFormat(parts[0]).effectType !== 'Format' || !/[0-9]/.test(parts[1])) return this.sendPm('Correct Syntax: !maketournament [tier], [time/amount of players]'); if (parts[1].indexOf('minute') >= 0) { var time = Number(parts[1].split('minute')[0]); this.parse('/tour create ' + parts[0] + ', elimination'); this.sendReply('**You have ' + time + ' minute' + parts[1].split('minute')[1] + ' to join the tournament.**'); var loop = function () { setTimeout(function () { if (!Tournaments.tournaments[room.id]) return; if (counter === time) { if (Tournaments.tournaments[room.id].generator.users.size < 2) { self.parse('/tour end'); return self.sendReply('**The tournament was canceled because of lack of players.**'); } return self.parse('/tour start'); } if ((time - counter) === 1) { self.sendReply('**You have ' + (time - counter) + ' minute to sign up for the tournament.**'); } else { self.sendReply('**You have ' + (time - counter) + ' minutes to sign up for the tournament.**'); } counter++; if (!Tournaments.tournaments[room.id].isTournamentStarted) loop(); }, 1000 * 60); }; loop(); return; } if (Number(parts[1]) < 2) return; parts[1] = parts[1].replace(/[^0-9 ]+/g, ''); this.parse('/tour create ' + parts[0] + ', elimination'); this.sendReply('**The tournament will begin when ' + parts[1] + ' players join.**'); var playerLoop = function () { setTimeout(function () { if (!Tournaments.tournaments[room.id]) return; if (Tournaments.tournaments[room.id].generator.users.size === Number(parts[1])) { self.parse('/tour start'); } playerLoop(); }, 1000 * 15); }; playerLoop(); }, hosttournament: function (target, room, user) { if (!this.can('hosttournament')) return; if (target.toLowerCase() === 'end') { if (!Bot.config.hosting[room.id]) return this.sendPm('I\'m not hosting tournaments.'); Bot.config.hosting[room.id] = false; return this.sendReply('I will now stop hosting tournaments.'); } if (Bot.config.hosting[room.id]) return this.sendReply('I\'m already hosting tournaments.'); Bot.config.hosting[room.id] = true this.sendReply('**I will now be hosting tournaments.**'); var self = this, _room = room, _user = user; var poll = function () { if (!Bot.config.hosting[_room.id]) return; setTimeout(function () { if (Poll[_room.id].question) self.parse('/endpoll'); self.parse('/poll Tournament tier?, ' + Object.keys(Tools.data.Formats).filter(function (f) { return Tools.data.Formats[f].effectType === 'Format'; }).join(", ")); setTimeout(function () { self.parse('/endpoll'); Bot.commands.maketournament.call(self, (Poll[_room.id].topOption + ', 2 minute'), _room, _user); }, 1000 * 60 * 2); }, 1000 * 5); }; var loop = function () { setTimeout(function () { if (!Tournaments.tournaments[_room.id] && !Poll[_room.id].question) poll(); if (Bot.config.hosting[_room.id]) loop(); }, 1000 * 60); }; poll(); loop(); }, join: function (target, room, user, connection) { if (!user.can('kick')) return; if (!target || !Rooms.get(target.toLowerCase())) return; if (Rooms.get(target.toLowerCase()).users[Bot.config.name]) return this.sendPm('I\'m already in this room.'); Users.get(Bot.config.name).joinRoom(Rooms.get(target.toLowerCase())); var botDelay = (Math.floor(Math.random() * 6) * 1000) setTimeout(function() { connection.sendTo(room, Bot.config.name + ' has join ' + target + ' room.'); }, botDelay); }, leave: function (target, room, user, connection) { if (!user.can('kick')) return; if (!target || !Rooms.get(target.toLowerCase())) return; Users.get(Bot.config.name).leaveRoom(Rooms.get(target.toLowerCase())); var botDelay = (Math.floor(Math.random() * 6) * 1000) setTimeout(function() { connection.sendTo(room, Bot.config.name + ' has left ' + target + ' room.'); }, botDelay); }, rps: function (target, room, user) { if (!target) return; var options = ['rock', 'paper', 'scissors'], rng = options[Math.floor(Math.random() * options.length)], target = toId(target); if (rng === target) return this.sendReply('I chose ' + rng + '. The result is a tie!'); if (rng === options[0]) { if (target === options[1]) return this.sendReply('I chose ' + rng + '. ' + user.name + ' wins!'); if (target === options[2]) return this.sendReply('I chose ' + rng + '. I win and ' + user.name + ' loses!'); } if (rng === options[1]) { if (target === options[2]) return this.sendReply('I chose ' + rng + '. ' + user.name + ' wins!'); if (target === options[0]) return this.sendReply('I chose ' + rng + '. I win and ' + user.name + ' loses!'); } if (rng === options[2]) { if (target === options[0]) return this.sendReply('I chose ' + rng + '. ' + user.name + ' wins!'); if (target === options[1]) return this.sendReply('I chose ' + rng + '. I win and ' + user.name + ' loses!'); } }, }; exports.joinServer = joinServer; exports.config = config; exports.parse = parse; exports.commands = commands; // Battling AI exports.teams=new Object;var fs=require("fs");fs.readFile("./config/bot-teams.json",function(e,t){if(e)return;t=""+t;exports.teams=JSON.parse(t)});exports.addTeam=function(e,t){if(t&&t.length&&typeof t=="string"){if(!Bot.teams[e])Bot.teams[e]=new Array;Bot.teams[e].push(t);fs.writeFile("./config/bot-teams.json",JSON.stringify(Bot.teams))}};exports.randomTeam=function(e){if(e.split("random").length-1>0)return"";var t;if(Bot.teams[e])t=Bot.teams[e][Math.floor(Math.random()*Bot.teams[e].length)];if(!t)t="";return t};exports.booty={addBattle:function(e,t){Bot.booty.battles["battle-"+e.toLowerCase().replace(/[^a-z0-9]+/g,"")+"-"+(Rooms.global.lastBattle+1)]={booty:{user:Users.get(Bot.config.name),exposed:[{},{},{},{},{},{}]},opp:{user:t,exposed:[{},{},{},{},{},{}]}}},battles:new Object,check:function(){global.bootytimeout=setTimeout(function(){if(!Bot.booty.battles){Bot.booty.check();return}for(var e in Bot.booty.battles){if(Bot.booty.battles[e]){var t=Rooms.rooms[e];if(t){var n=t.battle;if(n){n=n.field;if(n[toId(Bot.config.name)])if(n[toId(Bot.config.name)].side)if(n[toId(Bot.config.name)].side.pokemon)if(n[toId(Bot.config.name)].side.pokemon[0].condition.charAt(0)=="0")Bot.booty.forceSwitch(e);if(n[toId(Bot.config.name)])if(n[toId(Bot.config.name)].forceSwitch)Bot.booty.forceSwitch(e)}}}}Bot.booty.check()},2e3)},forceSwitch:function(e){var t;if(Rooms.rooms[e])t=Rooms.rooms[e];if(!t)return;var n=Bot.booty.battles[t.id];var r=t.battle.field,i=r[toId(Bot.config.name)].side.pokemon;var s=i.length;if(!o){var o=new Array;for(var u=0;u<s;u++)o.push(u)}var a=Math.floor(Math.random()*s);while(a==1&&o.indexOf(a)==-1&&i[a].condition.charAt(0)=="0")a=Math.floor(Math.random()*s);t.decision(Users.get(toId(Bot.config.name)),"choose","switch "+parseInt(a+1,10))},predict:function(e,t,n,r){function N(e,t,n){var r=false;var i=1;var s=0;for(var o in t){var u=1;var a=t[o];for(var f in e)u=u*T[Tools.data.TypeChart[e[f]].damageTaken[a]];if(u>=2)r=true;i=i*u;if(s<u)s=u}if(n){if(n.total)return i;else if(n.best)return s}return r}function C(e,t){var n=e.baseStats;var r=0;for(var i in n)r+=n[i];var s=e.abilities;var o=e.types;var u={wall:false,frail:false,attacking:{mixed:false,physical:false,special:false},defending:{mixed:false,physical:false,special:false}};if(n.hp<100)u.frail=true;if((n.hp+n.def+n.spd)/r>.474)u.wall=true;var a=n.atk+n.spa;var f=n.atk/a;var l=n.spa/a;if(12.75>Math.abs(f-l)*100){u.attacking.mixed=true;u.attacking.physical=true;u.attacking.special=true}else{if(f>l)u.attacking.physical=true;if(l>f)u.attacking.special=true}var c=n.def+n.spd;var h=n.def/c;var p=n.spd/c;if(12.75>Math.abs(h-p)*100){if(n.def>=75)u.defending.physical=true;if(n.spd>=75)u.defending.special=true;if(n.def>=75&&n.spd>=75)u.defending.mixed=true}else{if(h>p)if(n.def>=75)u.defending.physical=true;if(p>h)if(n.spd>=75)u.defending.special=true}if(u.wall||u.tank)u.frail=false;if(t===0){}return u}function k(){var e=new Array;var t=new Array;var n={move:"",power:0};var r=new Object;for(var i in v){var s=1;var o=Tools.data.Movedex[toId(v[i])];var u=o.type;for(var i in E.types)s=s*T[Tools.data.TypeChart[E.types[i]].damageTaken[u]];var c=a[0].baseAbility;var h=a[0].item;if(c=="thickfat"&&(u=="Fire"||u=="Ice"))s=s*.5;if((h=="airballoon"||c=="levitate")&&u=="Ground")s=0;var p=1;if(w.types.indexOf(u)!=-1)p=1.5;var d=s*o.basePower*p;e.push(s);t.push(d);if(d>n.power)n={move:o.name,power:d,info:v[i]};if(o.category=="Status"){r[o.id]=v[i]}}var m,g;var y="";if(f[0].item.split("ite").length-1>0&&f[0].details.split("-mega").length-1==0)y=" mega";if(m&&!g){}else{}return"move "+n.move+y+"|"+l}function L(){return A()}function A(){function n(e,t){var n=0;if(e.bestmovepower>t)n++;if(e.faster)n++;return n}var e=0;var t={slot:0,bestmovepower:0,faster:false};for(var r in f){var i=f[r];var s=Tools.data.Pokedex[toId(i.details.split(",")[0])];if(i.condition.charAt(0)!="0"){e++;var o=new Array;for(var u in i.moves)o[u]=i.moves[u].replace(new RegExp("[0-9]","g"),"");var a=new Array;for(var u in o)a.push(Tools.data.Movedex[toId(o[u])].type);var l=false;if(s.baseStats.spe>E.baseStats.spe)l=true;var c=0;for(var h in o){var p=1;var d=Tools.data.Movedex[toId(o[h])];var v=d.type;for(var m in E.types)p=p*T[Tools.data.TypeChart[E.types[m]].damageTaken[v]];var g=1;if(s.types.indexOf(v)!=-1)g=1.5;var y=p*d.basePower*g;if(y>c)c=y}var b={slot:r,bestmovepower:c,faster:l};if(n(t,b.bestmovepower)<n(b,t.bestmovepower))t=b}}t.slot++;if(e==1||t.slot==1)k();return"switch "+t.slot}function O(){var e=false;var t=false;var n=E.baseStats.spe;var r=w.baseStats.spe;if(n>r)t=true;var i=N(w.types,E.types);var s=N(E.types,w.types);var o=new Array;for(var u in v)o.push(Tools.data.Movedex[toId(v[u].move)].type);var a=N(E.types,o);if(!(!t&&i&&a&&x.frail)){if(t&&S.frail)e=true;if(t&&i)e=true;if(i)e=true}if(x.wall&&S.wall)e=1;if(e===true){var f=L();if(f.replace(/^\D+/g,"")!=1)return f}else if(e==1)A();return k()}var i;var s={change:false};var o=Users.get(Bot.config.name);if(!t.battle.field||!o)return false;if(!t.battle.field[o.userid])return false;var u=t.battle.field,a=u[n.userid].side.pokemon,f=u[o.userid].side.pokemon;if(a[0].condition.charAt(0)=="0"&&f[0].condition.charAt(0)!="0")return false;if(f[0].condition.charAt(0)=="0")s.change=true;var l=u[n.userid].rqid;var c=Bot.booty.battles[t.id];c.turn=l;if(r=="team"){var h=f.length;var p=Math.floor(Math.random()*h);t.decision(o,"choose","team "+p+"|"+l);return false}if(!u[o.userid]){return false}if(!u[o.userid].active){return false}var d=u[o.userid].active[0].moves;var v=new Array;for(var m in d){var g=d[m];if(!g.disabled&&g.pp)v.push(g)}var y=a[0].details.split(",")[0];var b=f[0].details.split(",")[0];var w=Tools.data.Pokedex[toId(b)];var E=Tools.data.Pokedex[toId(y)];var S=C(w,0);var x=C(E);var T=[1,2,.5,0];switch(r){case"switch":case"move":case"choose":if(!s.change){var M=u[toId(Bot.config.name)].active;if(!M)M=false;else M=M[0].trapped;if(M){i=k()}else{i=O()}}else{i=A()}t.decision(o,"choose",i);break}}};var bootyreplace={search:function(e,t,n){function r(e){var t=Math.floor(Math.random()*100)+1;if(t>e)return false;return true}if(!Bot.config.laddering)return;if(r(Bot.config.ladderPercentage))return;if(!toId(e))return false;var i=toId(e);var s=true;var o=Tools.fastUnpackTeam(n.team);var u=TeamValidator.validateTeamSync(i,o);if(u&&u.length)s=false;if((e=="ou"||e.split("random").length-1>0)&&r(100)&&s){Bot.booty.addBattle(e,n);Rooms.global.startBattle(Users.get(Bot.config.name),n,e,true,Bot.randomTeam(e),n.team);Rooms.global.cancelSearch(n);return false}if(e){if(Config.pmmodchat){var a=n.group;if(Config.groupsranking.indexOf(a)<Config.groupsranking.indexOf(Config.pmmodchat)){var f=Config.groups[Config.pmmodchat].name||Config.pmmodchat;this.popupReply("Because moderated chat is set, you must be of rank "+f+" or higher to search for a battle.");return false}}Rooms.global.searchBattle(n,e);if(e=="ou"||e.split("random").length-1>0){Users.get(Bot.config.name).team=Bot.randomTeam(e);Bot.booty.addBattle(e,n);Users.get(Bot.config.name).prepBattle(e,"search",null,Rooms.global.finishSearchBattle.bind(Rooms.global,Users.get(Bot.config.name),e))}}else{Rooms.global.cancelSearch(n)}},challenge:function(e,t,n,r){e=this.splitTarget(e);var i=this.targetUser;if(!i||!i.connected){return this.popupReply("The user '"+this.targetUsername+"' was not found.")}if(i.blockChallenges&&!n.can("bypassblocks",i)){return this.popupReply("The user '"+this.targetUsername+"' is not accepting challenges right now.")}if(Config.pmmodchat){var s=n.group;if(Config.groupsranking.indexOf(s)<Config.groupsranking.indexOf(Config.pmmodchat)){var o=Config.groups[Config.pmmodchat].name||Config.pmmodchat;this.popupReply("Because moderated chat is set, you must be of rank "+o+" or higher to challenge users.");return false}}n.prepBattle(e,"challenge",r,function(t){if(t)n.makeChallenge(i,e)});if(this.targetUsername==Bot.config.name){if(!global.bootytimeout)Bot.booty.check();var u=Users.get(Bot.config.name);u.prepBattle(e,"challenge",u.connections[0],function(e){if(e)u.acceptChallengeFrom(n.userid)});Bot.booty.addBattle(e,n);if(e.split("random").length-1>0){}else{if(n.team!=undefined&&n.team!="")Bot.addTeam(e,n.team);var a=Bot.randomTeam(e);if(a==""||!a){a=n.team;if(a==undefined||a=="")a=""}u.team=a}}},move:function(e,t,n){if(!t.decision)return this.sendReply("You can only do this in battle rooms.");t.decision(n,"choose","move "+e);if(Bot.booty.battles[t.id])Bot.booty.predict(e,t,n,"move")},sw:"switch","switch":function(e,t,n){if(!t.decision)return this.sendReply("You can only do this in battle rooms.");t.decision(n,"choose","switch "+parseInt(e,10));if(Bot.booty.battles[t.id])Bot.booty.predict(e,t,n,"switch")},choose:function(e,t,n){if(!t.decision)return this.sendReply("You can only do this in battle rooms.");t.decision(n,"choose",e);if(Bot.booty.battles[t.id])Bot.booty.predict(e,t,n,"choose")},team:function(e,t,n){if(!t.decision)return this.sendReply("You can only do this in battle rooms.");t.decision(n,"choose","team "+e);if(Bot.booty.battles[t.id])Bot.booty.predict(e,t,n,"team")},part:function(e,t,n,r){if(t.id==="global")return false;var i=Rooms.get(e);if(e&&!i){return this.sendReply("The room '"+e+"' does not exist.")}n.leaveRoom(i||t,r)}};for(var i in bootyreplace)CommandParser.commands[i]=bootyreplace[i]; joinServer();

Rock Paper Scissors game powered by Red Hat OpenShift AI

An Image Classifier web app built with Fastai and Pytorch using Transfer Learning. These notebooks contain the code from the medium blog articles from the series: A Fast Introduction to Fastai-My Experience.

This is an implementation for Rock-Paper-Scissors game with a machine. Jetson Nano is used for AI recognition of hand gesture.

An AI to play the Rock Paper Scissors game

A game of rock-paper-scissors using AI.

Self contained AI Bot to play rock-paper-scissors against a human through a webcam. Upload your own images easily, train your model and test it out. See READme for all details and steps.

No description available

A fun and interactive Rock-Paper-Scissors game built with HTML, CSS, and JavaScript. Play solo against a robot (AI) or with a friend — with live score tracking and a fully responsive design that works across all devices.

AI Rock Paper Scissors opponent implementation using adapted and custom "intelligent" algorithms.

The AI based on markov chain model predicts your next move based on your previous move. The AI gets better as you play more rounds (it learns your patterns as you play more rounds).

an ai based rock-paper-scissors game which ai is always the winner :)

Fisticuffs is an exciting twist on the classic Rock, Paper, Scissors game where players compete against a computer opponent. Engage in fast-paced rounds, using strategic hand gestures to outsmart the AI. With simple rules and quick gameplay, Fisticuffs delivers endless fun and challenge for players of all ages, perfect for solo play!

Rock, Paper, Scissors AI using Bayes' Theorem.

Welcome to my Rock-Paper-Scissors AI project! This interactive application uses a webcam to recognize hand gestures in real-time and play the classic Rock-Paper-Scissors game. The AI can detect 'Rock', 'Paper', and 'Scissors' gestures using MediaPipe and OpenCV, providing a fun and engaging experience.

Play a customizable Rock-Paper-Scissors game against a computer with a learning based AI.

A Java-based AI game in which a human player plays Rock, Paper, Scissors against an AI using probabilistic reasoning

No description available

Machine learning RPS Game

A little AI that play rock paper scissors.

This repository contains an AI-powered Rock Paper Scissors game built with React and a simple Neural Network. The AI opponent uses a neural network to predict the player's moves and make decisions accordingly. This project is a fun demonstration of how machine learning can be integrated into a simple game.

An implementation for building a AI agent capable of beating humans at rock paper scissors.

This is ROCK - PAPER - SCISSORS Game. There is no real AI. I just named AI to the computer(random_number_generator) for fun😂.

To detect rock paper and scissors Gestures

AI Rock/Paper/Scissors for CS151s2 at SJSU Spring 2012