From 3d81a10bb8ee722286cbc106cfef49c85b9e88fd Mon Sep 17 00:00:00 2001 From: Mahdi Dibaiee Date: Fri, 7 Dec 2018 10:42:26 +0330 Subject: [PATCH] feat(charts): draw reward charts --- README.md | 2 +- draw_chart.py | 39 +++ es.py | 2 +- fig-log.jpg | Bin 0 -> 357992 bytes package-lock.json | 713 ++++++++++++++++++++++++++++++++++++++++++++++ package.json | 22 ++ requirements | 33 +-- train.py | 28 +- 8 files changed, 801 insertions(+), 38 deletions(-) create mode 100644 draw_chart.py create mode 100644 fig-log.jpg create mode 100644 package-lock.json create mode 100644 package.json diff --git a/README.md b/README.md index 4af82fe..5d6b84d 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,7 @@ For each frame the bird stays alive, +0.1 score is given to him. For each wall h Try it yourself --------------- -You need python3 and pip for installing and running the code. +You need python3.5 and pip for installing and running the code. First, install dependencies (you might want to create a [virtualenv](https://virtualenv.pypa.io)): diff --git a/draw_chart.py b/draw_chart.py new file mode 100644 index 0000000..9f24304 --- /dev/null +++ b/draw_chart.py @@ -0,0 +1,39 @@ +import os +import plotly.plotly as py +import plotly.graph_objs as go +import plotly.io as pio + +def draw_chart(scatter_x, scatter_y, line_x, line_y): + marker_opts = dict( + name = 'Individual Reward', + x = scatter_x, + y = scatter_y, + mode = 'markers', + marker = { + 'size': 2 + } + ) + marker_trace = go.Scatter(**marker_opts) + line_opts = dict( + name = 'Mean Reward', + x = line_x, + y = line_y, + mode = 'lines' + ) + line_trace = go.Scatter(**line_opts) + + data = [marker_trace, line_trace] + + fig = go.Figure(data=data) + + log_layout = go.Layout( + yaxis = { + 'type': 'log', + 'autorange': True + } + ) + fig_log = go.Figure(data=data, layout=log_layout) + + pio.orca.config.executable = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'node_modules', 'orca', 'bin', 'orca.js') + pio.write_image(fig, 'fig.svg', width=1600, height=800) + pio.write_image(fig_log, 'fig-log.svg', width=1600, height=800) diff --git a/es.py b/es.py index 1002b5e..b4b88df 100644 --- a/es.py +++ b/es.py @@ -69,5 +69,5 @@ class EvolutionStrategy(): # np.dot(n.T, A) scales each noise's contribution to the update by how much reward it had received update = self.alpha / (self.noisep * self.sigma) * np.dot(n.T, A).T self.layers[i] = self.layers[i] + update - + return R diff --git a/fig-log.jpg b/fig-log.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34b59e79b81f26d86e29c193be57b1ce009285f9 GIT binary patch literal 357992 zcmeFZbyQp3)-N2SxI0CPgaScY+}%R(;M!8GNPs|r0)+ylxI?hw?!_I7ySo>scyWr9 zkLR3o$9>=Lo^!@|?svcY*RwK4Ms~9Io^#DT*KhvTTx;fG?qL-`0FhUe2OuFK0~jA) zfQLnZ3;+fBkM_qq%40)CL;a&+prJiM!^FVC!oB)W#KprWARr{b z!XY9iA|QVJOz_7|kp8$51r_7*LIP||?8k5aWP4}>5Mm%7Jy}9QA_O24BB2l>J#+zR 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