diff --git a/package.json b/package.json index e04e058..869f760 100644 --- a/package.json +++ b/package.json @@ -21,7 +21,7 @@ "scripts": { "test": "echo \"Error: no test specified\" && exit 1", "display": "webpack-dev-server -d", - "train": "node --max-old-space-size=4096 scripts/train | tee outputs/train_$(date +\"%Y-%m-%d_%H-%M-%S\").log" + "train": "node --max-old-space-size=8192 scripts/train | tee outputs/train_$(date +\"%Y-%m-%d_%H-%M-%S\").log" }, "repository": { "type": "git", diff --git a/scripts/view_log.ipynb b/scripts/view_log.ipynb index 886dfa4..1d526fc 100644 --- a/scripts/view_log.ipynb +++ b/scripts/view_log.ipynb @@ -144,7 +144,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -352,7 +352,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -492,7 +492,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] diff --git a/src/index.html b/src/index.html index 5195f0c..2a2125f 100644 --- a/src/index.html +++ b/src/index.html @@ -3,14 +3,14 @@ Reinforcement Learning 2D Biped Walkers - +

Reinforcement Learning 2D Humanoid Walkers

"Play that funky music, robot"

- + @@ -47,5 +47,19 @@ + diff --git a/src/index.js b/src/index.js index 053e1a5..45dcde7 100644 --- a/src/index.js +++ b/src/index.js @@ -1,15 +1,7 @@ -const { Game } = require('./js/game') +const { Game, chooseQoute } = require('./js/game') window.b2 = require('./vendor/jsbox2d') -const config = require('./js/config') +window.config = require('./js/config') +window.chooseQoute = chooseQoute +window.Game = Game -require('./css/walkers.css') - -var game -window.game = game - -function init() { - window.game = new Game(config) -} - -window.addEventListener("load", init, false); -module.exports = {game, Game} +module.exports = {Game} diff --git a/src/js/floor.js b/src/js/floor.js index 29eda31..a1136a2 100644 --- a/src/js/floor.js +++ b/src/js/floor.js @@ -23,7 +23,10 @@ function createFloor(world, max_floor_tiles) { edges[edges.length - 1].y + (ratio * Math.random() - ratio / 2))); // edges.push(new b2.Vec2(edges[edges.length-1].x + 1,-0.16)); } - edges.push(new b2.Vec2(edges[edges.length - 1].x, edges[edges.length - 1].y + 18)); // front wall + edges.push(new b2.Vec2(edges[edges.length - 1].x + 5, edges[edges.length - 1].y + 5)); // front wall + edges.push(new b2.Vec2(edges[edges.length - 1].x + 7, edges[edges.length - 1].y + 15)); // front wall + edges.push(new b2.Vec2(edges[edges.length - 1].x + 8, edges[edges.length - 1].y + 35)); // front wall + edges.push(new b2.Vec2(edges[edges.length - 1].x + 8, edges[edges.length - 1].y + 45)); // front wall fix_def.shape.CreateChain(edges, edges.length); body.CreateFixture(fix_def); return body; diff --git a/src/js/game.js b/src/js/game.js index a10be22..a49b6aa 100644 --- a/src/js/game.js +++ b/src/js/game.js @@ -93,23 +93,20 @@ class HeadlessGame { } } -var removeCanvasBackground = function (){ - var canvas=document.getElementById('main_screen') - canvas.style.background='' -} + class Game extends HeadlessGame { - constructor(config) { + constructor(config, canvas_id) { + config.canvas_id = canvas_id super(config) this.agent.stop() - this.agent.restore('./checkpoints', 'model-ddpg-walker-22h/model') // load checkpoint - this.agent.restore('../outputs', 'model-ddpg-walker/model') // load latest + } + + loop() { setInterval(() => { this.play() }, 1000/this.config.draw_fps) - chooseQoute() - removeCanvasBackground() } /** diff --git a/src/js/renderer.js b/src/js/renderer.js index f167be6..782458c 100644 --- a/src/js/renderer.js +++ b/src/js/renderer.js @@ -4,8 +4,8 @@ class Renderer { this.walkers = [walker] this.floor = floor - this.main_screen = document.getElementById("main_screen"); - this.ctx = main_screen.getContext("2d"); + this.main_screen = document.getElementById(config.canvas_id); + this.ctx = this.main_screen.getContext("2d"); this.resetCamera(); } diff --git a/webpack.config.js b/webpack.config.js index a4c4f30..aca0d2b 100644 --- a/webpack.config.js +++ b/webpack.config.js @@ -8,14 +8,12 @@ var ENV = process.env.NODE_ENV || "development"; module.exports = { entry: { app: './src/index.js', - // lib: './src/vendor/index.js' }, target: 'web', - devtool: ENV==="development"? 'dev-source-map': null, + devtool: ENV==="development"? 'dev-source-map': false, output: { path: path.join(__dirname, 'dist'), filename: '[name].bundle.js', - // path:'/dist', }, module: { rules: [ @@ -46,16 +44,16 @@ module.exports = { } }, plugins: [ - new webpack.DefinePlugin({ - // A flag to disable node imports, and enable window/dom usage - WEB: true - }), new HtmlWebpackPlugin({ template: '!!html-loader!src/index.html' }), new CopyWebpackPlugin([ { from: 'src/images', to: 'images' }, - {from:'checkpoints',to:'checkpoints'} + { from: 'checkpoints', to: 'checkpoints' }, + {from:'src/css',to:'css'} ]), - + new webpack.DefinePlugin({ + // A flag to disable node imports, and enable window/dom usage + WEB: true + }), ] };