From 9dc152f0648e94dd42ad364f779b226fbeac516e Mon Sep 17 00:00:00 2001 From: Bo Zhou <2466956298@qq.com> Date: Wed, 10 Jul 2019 16:29:38 +0800 Subject: [PATCH] make the quickstart more compact (#88) * make the quickstart more compact * remove args in the main function * yapf * add gif * remove render * Update README.md * Update README.md * Update README.md --- examples/QuickStart/README.md | 11 +++---- examples/QuickStart/cartpole_agent.py | 6 +--- examples/QuickStart/performance.gif | Bin 0 -> 243207 bytes examples/QuickStart/train.py | 41 +++++++------------------- 4 files changed, 17 insertions(+), 41 deletions(-) create mode 100644 examples/QuickStart/performance.gif diff --git a/examples/QuickStart/README.md b/examples/QuickStart/README.md index c86c6b5..546b2b2 100644 --- a/examples/QuickStart/README.md +++ b/examples/QuickStart/README.md @@ -1,5 +1,5 @@ -## Quick Start Example -Based on PARL, train a agent to play CartPole game with policy gradient algorithm in a few minutes. +## Quick Start +Train an agent with PARL to solve the CartPole problem, a classical benchmark in RL. ## How to use ### Dependencies: @@ -23,8 +23,9 @@ pip install . # Train model cd examples/QuickStart/ python train.py -# Or visualize when evaluating: python train.py --eval_vis ``` -### Result -After training, you will see the agent get the best score (200 points). +### Expected Result +result + +The agent can get around 200 points in a few minutes. diff --git a/examples/QuickStart/cartpole_agent.py b/examples/QuickStart/cartpole_agent.py index a1edad7..e5431e2 100644 --- a/examples/QuickStart/cartpole_agent.py +++ b/examples/QuickStart/cartpole_agent.py @@ -19,19 +19,15 @@ from parl.framework.agent_base import Agent class CartpoleAgent(Agent): - def __init__(self, algorithm, obs_dim, act_dim, seed=1): + def __init__(self, algorithm, obs_dim, act_dim): self.obs_dim = obs_dim self.act_dim = act_dim - self.seed = seed super(CartpoleAgent, self).__init__(algorithm) def 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z`L`oC8Adlq%h~<~ky-w_0Sp02vWX04d!t`{`0=0REotAQE6V9t304aOI!_jTpGi85logX20H|4F#nnm4k;$81HdRRYH5&} z+nXS&5f-h7D`uh-2cU8de5C3Dvh*$ zIIh};65jkKSfyhSAk9&plMbUX(Ftei_M}vKE}qQl#mDj7CQ47fi1s=d$NAVNriM4$DP?G>4pU{#WTh6t1hpiD3CUwc7+51>Iqz9jXaGLNZ9a-4mc=$ zICS91{-BBwjv&Mgv*?JQV|pFUL(CqDbVBe3Faq0n0O9Y1xy-D0q;HzuE$kdTqMPDo z7?scHwPG?y%@`mYRlv|tf#1H$)la$8#CwPwR$*r%=ObBoDc=sMGDwd2epwPVr$GP; F{||$~0G9v& literal 0 HcmV?d00001 diff --git a/examples/QuickStart/train.py b/examples/QuickStart/train.py index 7553cd9..354e4cf 100644 --- a/examples/QuickStart/train.py +++ b/examples/QuickStart/train.py @@ -12,7 +12,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -import argparse import gym import numpy as np from cartpole_agent import CartpoleAgent @@ -25,15 +24,17 @@ OBS_DIM = 4 ACT_DIM = 2 GAMMA = 0.99 LEARNING_RATE = 1e-3 -SEED = 1 -def run_train_episode(env, agent): +def run_episode(env, agent, train_or_test='train'): obs_list, action_list, reward_list = [], [], [] obs = env.reset() while True: obs_list.append(obs) - action = agent.sample(obs) + if train_or_test == 'train': + action = agent.sample(obs) + else: + action = agent.predict(obs) action_list.append(action) obs, reward, done, info = env.step(action) @@ -44,30 +45,14 @@ def run_train_episode(env, agent): return obs_list, action_list, reward_list -def run_evaluate_episode(env, agent): - obs = env.reset() - all_reward = 0 - while True: - if args.eval_vis: - env.render() - action = agent.predict(obs) - obs, reward, done, info = env.step(action) - all_reward += reward - if done: - break - return all_reward - - def main(): env = gym.make("CartPole-v0") - env.seed(SEED) - np.random.seed(SEED) model = CartpoleModel(act_dim=ACT_DIM) alg = PolicyGradient(model, hyperparas={'lr': LEARNING_RATE}) - agent = CartpoleAgent(alg, obs_dim=OBS_DIM, act_dim=ACT_DIM, seed=SEED) + agent = CartpoleAgent(alg, obs_dim=OBS_DIM, act_dim=ACT_DIM) for i in range(1000): - obs_list, action_list, reward_list = run_train_episode(env, agent) + obs_list, action_list, reward_list = run_episode(env, agent) logger.info("Episode {}, Reward Sum {}.".format(i, sum(reward_list))) batch_obs = np.array(obs_list) @@ -76,16 +61,10 @@ def main(): agent.learn(batch_obs, batch_action, batch_reward) if (i + 1) % 100 == 0: - all_reward = run_evaluate_episode(env, agent) - logger.info('Test reward: {}'.format(all_reward)) + _, _, reward_list = run_episode(env, agent, train_or_test='test') + total_reward = np.sum(reward_list) + logger.info('Test reward: {}'.format(total_reward)) if __name__ == '__main__': - parser = argparse.ArgumentParser() - parser.add_argument( - '--eval_vis', - action='store_true', - help='if set, will visualize the game when evaluating') - args = parser.parse_args() - main() -- GitLab