From a59f2d2911f1b12d2044e67e80e26acd4269103b Mon Sep 17 00:00:00 2001 From: Shangtong Zhang Date: Fri, 27 Oct 2017 23:09:24 -0600 Subject: [PATCH] Benchmark DDPG with Roboschool --- README.md | 11 +++++++---- agent/DDPG_agent.py | 2 +- component/task.py | 5 +---- images/DDPG-Pendulum-v0.png | Bin 41301 -> 0 bytes images/DDPG-RoboschoolReacher-v1.png | Bin 0 -> 42583 bytes images/DDPG.png | Bin 0 -> 329039 bytes main.py | 6 ++++-- network/continuous_action_network.py | 4 ++-- utils/normalizer.py | 12 ++++++++++-- 9 files changed, 25 insertions(+), 15 deletions(-) delete mode 100644 images/DDPG-Pendulum-v0.png create mode 100644 images/DDPG-RoboschoolReacher-v1.png create mode 100644 images/DDPG.png diff --git a/README.md b/README.md index 3b72056..1f4ae96 100644 --- a/README.md +++ b/README.md @@ -49,10 +49,10 @@ variance unbounded, which is also included in the implementation. ## DDPG -![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/DDPG-Pendulum-v0.png) +![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/DDPG.png) Extra caution is necessary when computing gradients, the [repo](https://github.com/ghliu/pytorch-ddpg) I referred -seems to have critical bugs. Anyway DDPG is fairly unstable. +seems to have critical bugs. DDPG is not very stable. ## DPPO @@ -69,9 +69,12 @@ I use 8 threads and a two tanh hidden layer network, each hidden layer has 64 hi # Dependency * Open AI gym -* PyTorch v0.12 + Python 2.7 (Well tested) -* PyTorch v0.2 + Python 3.6 (Experimental) +* [RoboSchool](https://github.com/openai/roboschool) (Optional) +* PyTorch v0.12 +* Python 2.7 or Python 3.6 * Tensorflow (Optional, but tensorboard is awesome) +> If you want to use Roboschool, you have to use python3. And don't try to use Roboschool with parallelized algorithms, +> there is a known [critical bug](https://github.com/openai/roboschool/issues/86). # Usage Detailed usage and all training parameters can be found in ```main.py```. diff --git a/agent/DDPG_agent.py b/agent/DDPG_agent.py index 8b86e4c..2c71050 100644 --- a/agent/DDPG_agent.py +++ b/agent/DDPG_agent.py @@ -61,7 +61,7 @@ class DDPGAgent: done = (done or (config.max_episode_length and steps >= config.max_episode_length)) next_state = self.state_normalizer(next_state) total_reward += reward - reward = np.asscalar(self.reward_normalizer(np.array([reward]))) + # reward = self.reward_normalizer(reward) if not deterministic: self.replay.feed([state, action, reward, next_state, int(done)]) diff --git a/component/task.py b/component/task.py index 7506785..31e7611 100644 --- a/component/task.py +++ b/component/task.py @@ -7,10 +7,6 @@ import gym import sys import numpy as np from .atari_wrapper import * -try: - import roboschool -except: - gym.logger.info('Roboschool not found') class BasicTask: def __init__(self): @@ -168,6 +164,7 @@ class ContinuousLunarLander(BasicTask): class Roboschool(BasicTask): def __init__(self, name, success_threshold=sys.maxsize, max_episode_steps=None): + import roboschool BasicTask.__init__(self) self.name = name self.env = gym.make(self.name) diff --git a/images/DDPG-Pendulum-v0.png b/images/DDPG-Pendulum-v0.png deleted file mode 100644 index 09b9296fc197fd61efc239ce027069c6eb081765..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 41301 zcmd?RbyQaC_659=6lqXWQc92x0SO5SDG}*TX`~wzfmcEVL@7x@k&y0gloSai6$GUl zB)|2ZbMGC$|GqK4e?P}P=N=H=z4!C1XRW#BnsYzXR97U#r@==Mgiu*YUJF4kgdhmU z93BpQM|gN@0sarmT~=8e5B>z;S)t(Ti>^xg?g&C`j{XPZz4SXf1Yty!OR1D&bwQpC@5WOTS&l0rN?4o)%-I}_*4Ef|Wg%MF*jMi9ZQ?$`<6u^Z z%O;D-%p{S2is(PlB75-yLsp6TX+`qi)3`>12N=R>Z+m)m^*fB0)RF&4$= z@~W!Q3f%)4(hLI0eN}|ak`Cj=VXADQvRQn`6JNh-_gD$gNqF@U-C$u3!C;K*cl=&) 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