AI 學會玩 Flappy Bird（完整版） | JavaScript Programming Project

{"id":455161,"student_id":10,"content":"// // 設為 true 則顯示蘋果\ngame.displayApple = false;\n\nvar bird = game.bird; //鳥\nvar ground = game.ground; //地板\nvar pipes = game.pipes; //水管們\n\n// 可以在主控台中印出 Q 觀察看看\nvar Q = new Brain; // 鳥的大腦，記錄在不同的狀態下要做什麼反應(跳/不跳)\nQ.display = false;\n\nvar alpha = 0.3; // 學習速率\nvar beta = 0.9; // 獎勵延遲\n\n// 手動點擊畫面使鳥起飛\non('click', bird.jump);\non('keydown', 'space', game.restart);\n\n// 遊戲迴圈\nfunction gameloop () {\n    var apple = game.getApple(); // 取得眼前最近的蘋果\n    \n    var S1 = getStatus(bird, apple);\n    print(S1, 100, 10, 'white', 30);\n    \n    if (Q[S1][0] \u003c Q[S1][1]) {\n        var A = 1;\n        bird.jump();\n    } else {\n        var A = 0;\n    }\n    \n    // 更新角色位置與畫面，因次必須寫在 S1 執行 A 行為後 S2 取得狀態之前\n    game.update();\n    \n    var S2 = getStatus(bird, apple);\n    \n    if (bird.touched(ground) || bird.touched(pipes)) {\n        game.restart();\n        reward(S1, A, S2, -1000); //如果鳥死亡懲罰 -1000 分\n    }\n    if (bird.touched(apple)) {\n        apple.hidden = true;\n        reward(S1, A, S2, 50);  //如果鳥吃到蘋果獎勵 +50 分\n    }\n    reward(S1, A, S2, 1);  //如果鳥活著獎勵 +1 分\n    \n}\n\n// 根據鳥與蘋果的相對位置來作為「狀態」\nfunction getStatus (bird, apple) {\n    var x = Math.floor((apple.x - bird.x) / 20);\n    var y = Math.floor((apple.y - bird.y) / 20);\n    return x + ':' + y\n}\n\n// 獎勵懲罰來更新 Q 大腦\nfunction reward (S1, A, S2, R) {\n    var mr = Math.min(Q[S2][0], Q[S2][1])\n     Q[S1][A] = Q[S1][A]*(1 - alpha) + (R + beta * mr) * alpha;\n}\n\nforever(gameloop);\n\n","created_at":"2022-11-03T18:39:54.242+08:00","updated_at":"2022-11-03T18:40:42.289+08:00","name":"AI 學會玩 Flappy Bird（完整版）","language":"javascript","screenshot":{"url":"/uploads/project/screenshot/455161/bb83cd76fb9f40e93f789c2bc911a1b7.jpg"},"parent_id":4,"plugin":"const stageWidth = 1200\nconst stageHeight = 900\nconst spaceBetweenPipe = 500\nconst cellWidth = 30\nconst speed = 5\nconst gravity = 0.4\n\nsetBackdrop('bg.png')\nGame.set({ width: 1200, height: 900 })\n\nlet count = 0\n\nfunction myGame () {\n    \n    let instance = {}\n    \n    let status = 'playing' // playing, stop\n    let score = 0\n    \n    let bird = createSprite('bird.png')\n    bird.vy = 0\n    \n    let g1 = group(400, 450)\n    let g2 = group(800, 450)\n    let g3 = group(1200, 450)\n    let g4 = group(1600, 450)\n    let ground1 = createSprite('ground.png')\n    let ground2 = createSprite('ground.png')\n    let groups = [g1, g2, g3, g4]\n    let pipes = [g1.pipe1, g1.pipe2, g2.pipe1, g2.pipe2, g3.pipe1, g3.pipe2, g4.pipe1, g4.pipe2]\n    let apples = [g1.apple, g2.apple, g3.apple,, g4.apple]\n    let grounds = [ground1, ground2]\n    \n    // forever(update)\n\n    bird.jump = function () {\n        bird.vy = -8\n    }\n    \n    function update () {\n        print(score, 10, 10, 'white', 90)\n        \n        if (bird.touched(pipes) || bird.touched(grounds)) {\n            status = 'stop'\n        }\n        if (status === 'stop') return\n        \n        \n        groups.forEach(g =\u003e {\n            g.x -= speed\n            if (g.x \u003c 0) {\n                g.x += spaceBetweenPipe * 4\n                g.y = Math.random() * 400 + 200\n                score += 1\n                g.apple.hidden = false\n            }\n            g.update()\n        })\n        \n        apples.forEach(apple =\u003e {\n            if (instance.displayApple) {\n                apple.opacity = 0.5\n                getApple().opacity = 1    \n            } else {\n                apple.opacity = 0.01\n            }\n            \n        })\n        \n        bird.vy += gravity\n        bird.y += bird.vy\n        \n        ground1.x -= speed\n        ground2.x -= speed\n        if (ground1.x \u003c -600) ground1.x += 2400\n        if (ground2.x \u003c -600) ground2.x += 2400\n    }\n    \n    function restart () {\n        count++;\n        console.log('count:' + count)\n        ground1.y = 850\n        ground2.y = 850\n        ground1.x = 0\n        ground2.x = 1200\n        bird.x = 200\n        bird.y = 450\n        bird.vy = 0\n        g1.x = 200 + spaceBetweenPipe * 1\n        g2.x = 200 + spaceBetweenPipe * 2\n        g3.x = 200 + spaceBetweenPipe * 3\n        g4.x = 200 + spaceBetweenPipe * 4\n        g1.y = Math.random() * 400 + 200\n        g2.y = Math.random() * 400 + 200\n        g3.y = Math.random() * 400 + 200\n        g4.y = Math.random() * 400 + 200\n        g1.update()\n        g2.update()\n        g3.update()\n        g4.update()\n        status = 'playing'\n        score = 0\n    }\n    \n    function getApple () {\n        return apples.filter(apple =\u003e apple.x \u003e bird.x).sort((a, b) =\u003e a.x - b.x)[0]\n    }\n    \n    instance.restart = restart\n    instance.getApple = getApple\n    instance.bird = bird\n    instance.pipes = pipes\n    instance.ground = grounds\n    instance.groups = groups\n    instance.update = update\n    \n    return instance\n}\n\n\nfunction group (x, y) {\n    let g = { x, y }\n    g.apple = createSprite('apple.png')\n    g.pipe1 = createSprite('pipe.png')\n    g.pipe2 = createSprite('pipe.png')\n    g.pipe2.direction += 180\n    g.update = function () {\n        g.apple.moveTo(g)\n        g.pipe1.moveTo(g)\n        g.pipe2.moveTo(g)\n        g.pipe1.move(-60, -500)\n        g.pipe2.move(-60, +500)\n    }\n    return g\n}\n\n\nvar game = myGame()\ngame.restart()\n\n\n// // Brain\nfunction Brain () {\n    var w = 25;\n    var h = 30\n    var obj = {};\n    obj['undefined'] = [0, 0];\n    for (var x = -1; x \u003c w + 1; x++) {\n        for (var y=-h; y \u003c h; y++) {\n            obj[x + ':' + y] = [0, 0];\n        }\n    }\n    \n    obj.display = false\n    \n    forever(() =\u003e {\n        if (obj.display === false) return\n        game.groups.forEach(g =\u003e {\n            var w = 25;\n            var h = 30;\n            for (var x = 0; x \u003c w; x++) {\n                for (var y= -h; y \u003c h; y++) {\n                    pen.color = 'black'\n                    let s = Q[x + ':' + y]\n                    if (s[1] \u003e s[0]) pen.fillColor = '#ff000055'\n                    else if (s[1] \u003c s[0]) pen.fillColor = '#0000ff55'\n                    else pen.fillColor = '#00000000'\n                    pen.size = 0.5\n                    pen.drawRect(g.x - x*20 - 20, g.y - y*20, 20, 20)\n                }\n            }\n            \n            pen.size = 4\n            pen.drawLine(g.x, g.y, g.x - 20 * w, g.y)\n            pen.drawLine(g.x, g.y - y * 20, g.x, g.y + y * 20)\n            pen.size = 1\n        })\n    })\n    \n    return obj;\n}\n\n\n\n","description":null,"note":null,"status":"public","like_student_ids":[],"is_featured":false,"views":315,"hashid":"npmsz54z5","is_content_changed":false,"review_status":"unsubmitted","submitted_at":null,"reviewed_at":null,"advise":null,"is_deleted":false}