From c9164adb65902507f690654cee473978d3881a96 Mon Sep 17 00:00:00 2001 From: Shangtong Zhang Date: Sun, 8 Apr 2018 09:32:40 -0600 Subject: [PATCH] Update README --- README.md | 11 ++--------- images/a2c_pixel_atari-180407-92711.png | Bin 34292 -> 38495 bytes ...egorical_dqn_pixel_atari-180407-094006.png | Bin 24733 -> 28808 bytes images/ddpg_continuous-180407-234141.png | Bin 32866 -> 36321 bytes images/dqn_pixel_atari-180407-01414.png | Bin 29043 -> 33176 bytes .../n_step_dqn_pixel_atari-180408-001104.png | Bin 25384 -> 29457 bytes images/ppo_continuous-180408-002056.png | Bin 39150 -> 42647 bytes ...egression_dqn_pixel_atari-180407-01604.png | Bin 26052 -> 30110 bytes main.py | 11 ++++++----- utils/plot.py | 4 +++- 10 files changed, 11 insertions(+), 15 deletions(-) diff --git a/README.md b/README.md index 6f05492..435f1ab 100644 --- a/README.md +++ b/README.md @@ -23,31 +23,24 @@ Following asynchronous algorithms are removed now in this repo but can be found # Curves > Curves for CartPole are trivial so I didn't place it here. And there isn't any fixed random seed. The curves are generated in the same manner as OpenAI baselines (one run and smoothed by recent 100 episodes) ## DQN -> BreakoutNoFrameSkip-v4 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/dqn_pixel_atari-180407-01414.png) ## Categorical DQN -> BreakoutNoFrameskip-v4 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/categorical_dqn_pixel_atari-180407-094006.png) ## Quantile Regression DQN -> BreakoutNoFrameskip-v4 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/quantile_regression_dqn_pixel_atari-180407-01604.png) ## A2C -> BreakoutNoFrameskip-v4 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/a2c_pixel_atari-180407-92711.png) ## N-Step Q-Learning -> BreakoutNoFrameskip-v4 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/dqn_pixel_atari-180407-01414.png) ## DDPG -> RoboschoolHopper-v1 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ddpg_continuous-180407-234141.png) ## PPO -> RoboschoolHopper-v1 ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/ppo_continuous-180408-002056.png) ## Action Conditional Video Prediction @@ -89,5 +82,5 @@ Prediction is sampled after 110K iterations, and I only implemented one-step tra * [Action-Conditional Video Prediction using Deep Networks in Atari Games](https://arxiv.org/abs/1507.08750) * [A Distributional Perspective on Reinforcement Learning](https://arxiv.org/abs/1707.06887) * [Distributional Reinforcement Learning with Quantile Regression](https://arxiv.org/abs/1710.10044) -* [DeepMind Control Suite](https://arxiv.org/abs/1801.00690) -* [OpenAI Baselines](https://github.com/openai/baselines), [Ilya Kostrikov](https://github.com/ikostrikov/pytorch-a2c-ppo-acktr) \ No newline at end of file + +* Some hyper-parameters are from [DeepMind Control Suite](https://arxiv.org/abs/1801.00690), [OpenAI Baselines](https://github.com/openai/baselines) and [Ilya Kostrikov](https://github.com/ikostrikov/pytorch-a2c-ppo-acktr) \ No newline at end of file diff --git a/images/a2c_pixel_atari-180407-92711.png b/images/a2c_pixel_atari-180407-92711.png index 91bf116afdac9c02a0087ff7a34179b1fabdc743..f4ff713f8208034c29ed34b440aa5dd2dcf8658c 100644 GIT binary patch literal 38495 zcmeFZWmr{T)IGY-p<5cILAoWCMi7x!x*L@4h692$h|(=8DBayHAt2HX(hbse7yjP& z-cSGg@qW5K@F0hM&R%P-ImaAxtTlI-ijpi2<^xO!f^g)XOTUC5I0AxT3+Sle75?Fw zKi~(lvy_|~I{4>P9#&_SaZ{oSH!HbVwWVBpf*;}}{8#|dpw#F_F zHuf$yuT5y&%$=NH+uPAR;^g7vVW+WjadCLU#r6MOz-jMf$px({r$P`7BquGY=8?9Y z?%9BIeA{ifX5ilHTFfBtHtBB8QudJ{mg@zp57zfDFAZfXxE`urym(G}tnbLZCw8_uh|nMcWwovR+N&3KAa$6O|@^e3OsBs*IetTlS^DUL|o zLzVfGC zY!Fmdje^i=yLyhPb{dK-o5`~ExyJex0nK8A;O^yCw&I4Rp>M$2a9~D!2C=LCrye3y z?S^3l3`04Jh7dMh{=vH;eb2Sp}d7jt#L435g5r;?(T`DSFLl|D51I>mZg?i?ux?M0@EcMGZpGA(yt$?aWwt%_3Prz 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+++ b/main.py @@ -280,11 +280,12 @@ def plot(): # name = 'log/ppo_continuous-180408-002056' # plotter.plot_results([name]) # plt.show() - names = ['a2c_pixel_atari-180407-92711', - 'categorical_dqn_pixel_atari-180407-094006', - 'dqn_pixel_atari-180407-01414', - 'quantile_regression_dqn_pixel_atari-180407-01604', - 'n_step_dqn_pixel_atari-180408-001104', + names = [ + # 'a2c_pixel_atari-180407-92711', + # 'categorical_dqn_pixel_atari-180407-094006', + # 'dqn_pixel_atari-180407-01414', + # 'quantile_regression_dqn_pixel_atari-180407-01604', + # 'n_step_dqn_pixel_atari-180408-001104', 'ppo_continuous-180408-002056', 'ddpg_continuous-180407-234141' ] diff --git a/utils/plot.py b/utils/plot.py index ae22978..44b39a7 100644 --- a/utils/plot.py +++ b/utils/plot.py @@ -47,7 +47,7 @@ class Plotter: xy_list = [[x, y, self.window_func(x, y, episode_window, np.mean)] for x, y in xy_list] return xy_list - def plot_results(self, dirs, max_timesteps=1e8, x_axis=X_TIMESTEPS, episode_window=100): + def plot_results(self, dirs, max_timesteps=1e8, x_axis=X_TIMESTEPS, episode_window=100, title=None): import matplotlib.pyplot as plt plt.ticklabel_format(axis='x', style='sci', scilimits=(1, 1)) xy_list = self.load_results(dirs, max_timesteps, x_axis, episode_window) @@ -56,3 +56,5 @@ class Plotter: plt.plot(smoothed[0], smoothed[1], color=color) plt.xlabel(x_axis) plt.ylabel("Episode Rewards") + if title is not None: + plt.title(title)