From ac1d4b0a74b929f5bcc9841482b34568c4e07426 Mon Sep 17 00:00:00 2001 From: JohnJim0816 Date: Tue, 22 Dec 2020 16:07:09 +0800 Subject: [PATCH] update DoubleDQN --- codes/DoubleDQN/README.md | 33 +++++ .../{double_dqn/dqn.py => DoubleDQN/agent.py} | 91 +++++++------ ...vents.1608619584.MacBook-Pro.local.35381.3 | Bin 0 -> 5940 bytes ...vents.1608619584.MacBook-Pro.local.35381.5 | Bin 0 -> 4540 bytes ...vents.1608619584.MacBook-Pro.local.35381.4 | Bin 0 -> 4540 bytes ...vents.1602770409.MacBook-Pro.local.21607.3 | Bin 0 -> 5940 bytes ...vents.1602770409.MacBook-Pro.local.21607.5 | Bin 0 -> 4540 bytes ...vents.1602770409.MacBook-Pro.local.21607.4 | Bin 0 -> 4540 bytes ...vents.1608619536.MacBook-Pro.local.35381.0 | Bin 0 -> 11913 bytes ...vents.1608619536.MacBook-Pro.local.35381.2 | Bin 0 -> 9113 bytes ...vents.1608619536.MacBook-Pro.local.35381.1 | Bin 0 -> 9113 bytes ...vents.1602770377.MacBook-Pro.local.21607.0 | Bin 0 -> 11913 bytes ...vents.1602770377.MacBook-Pro.local.21607.2 | Bin 0 -> 9113 bytes ...vents.1602770377.MacBook-Pro.local.21607.1 | Bin 0 -> 9113 bytes codes/{double_dqn => DoubleDQN}/main.py | 125 ++++++++---------- codes/{double_dqn => DoubleDQN}/memory.py | 10 +- codes/{double_dqn => DoubleDQN}/model.py | 0 codes/DoubleDQN/params.py | 48 +++++++ codes/DoubleDQN/plot.py | 48 +++++++ .../moving_average_rewards_eval.npy | Bin 0 -> 928 bytes .../moving_average_rewards_train.npy | Bin 0 -> 1728 bytes .../result/20201222-144524/rewards_eval.npy | Bin 0 -> 928 bytes .../result/20201222-144524/rewards_train.npy | Bin 0 -> 1728 bytes .../result/20201222-144524/steps_eval.npy | Bin 0 -> 928 bytes .../result/20201222-144524/steps_train.npy | Bin 0 -> 1728 bytes .../moving_average_rewards_eval.npy | Bin 0 -> 928 bytes .../moving_average_rewards_train.npy | Bin 0 -> 1728 bytes .../DQN20201015-215937/rewards_eval.npy | Bin 0 -> 928 bytes .../DQN20201015-215937/rewards_train.npy | Bin 0 -> 1728 bytes .../result/DQN20201015-215937/steps_eval.npy | Bin 0 -> 928 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codes/DoubleDQN/logs/train/DQN20201015-215937/events.out.tfevents.1602770377.MacBook-Pro.local.21607.0 create mode 100644 codes/DoubleDQN/logs/train/DQN20201015-215937/rewards_moving_average/events.out.tfevents.1602770377.MacBook-Pro.local.21607.2 create mode 100644 codes/DoubleDQN/logs/train/DQN20201015-215937/rewards_raw/events.out.tfevents.1602770377.MacBook-Pro.local.21607.1 rename codes/{double_dqn => DoubleDQN}/main.py (50%) rename codes/{double_dqn => DoubleDQN}/memory.py (77%) rename codes/{double_dqn => DoubleDQN}/model.py (100%) create mode 100644 codes/DoubleDQN/params.py create mode 100644 codes/DoubleDQN/plot.py create mode 100644 codes/DoubleDQN/result/20201222-144524/moving_average_rewards_eval.npy create mode 100644 codes/DoubleDQN/result/20201222-144524/moving_average_rewards_train.npy create mode 100644 codes/DoubleDQN/result/20201222-144524/rewards_eval.npy create mode 100644 codes/DoubleDQN/result/20201222-144524/rewards_train.npy create mode 100644 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mode 100644 codes/double_dqn/saved_model/checkpoint.pth diff --git a/codes/DoubleDQN/README.md b/codes/DoubleDQN/README.md new file mode 100644 index 0000000..dcfea92 --- /dev/null +++ b/codes/DoubleDQN/README.md @@ -0,0 +1,33 @@ +## 思路 + +见[博客](https://blog.csdn.net/JohnJim0/article/details/111552545) + +## 环境 + +python 3.7.9 + +pytorch 1.6.0 + +tensorboard 2.3.0 + +torchvision 0.7.0 + +## 使用 + + +train: + +```python +python main.py +``` + +eval: + +```python +python main.py --train 0 +``` +可视化 + +```python +tensorboard --logdir logs +``` \ No newline at end of file diff --git a/codes/double_dqn/dqn.py b/codes/DoubleDQN/agent.py similarity index 51% rename from codes/double_dqn/dqn.py rename to codes/DoubleDQN/agent.py index 4a99719..b60b110 100644 --- a/codes/double_dqn/dqn.py +++ b/codes/DoubleDQN/agent.py @@ -5,7 +5,7 @@ @Email: johnjim0816@gmail.com @Date: 2020-06-12 00:50:49 @LastEditor: John -LastEditTime: 2020-09-01 22:54:02 +LastEditTime: 2020-12-22 14:44:46 @Discription: @Environment: python 3.7.7 ''' @@ -13,8 +13,6 @@ LastEditTime: 2020-09-01 22:54:02 ''' - - import torch import torch.nn as nn import torch.optim as optim @@ -46,32 +44,41 @@ class DQN: self.loss = 0 self.memory = ReplayBuffer(memory_capacity) - def select_action(self, state): + def choose_action(self, state, train=True): '''选择动作 - Args: - state [array]: [description] - Returns: - action [array]: [description] ''' - self.epsilon = self.epsilon_end + (self.epsilon_start - self.epsilon_end) * \ - math.exp(-1. * self.actions_count / self.epsilon_decay) - self.actions_count += 1 - if random.random() > self.epsilon: + if train: + self.epsilon = self.epsilon_end + (self.epsilon_start - self.epsilon_end) * \ + math.exp(-1. * self.actions_count / self.epsilon_decay) + self.actions_count += 1 + if random.random() > self.epsilon: + with torch.no_grad(): + # 先转为张量便于丢给神经网络,state元素数据原本为float64 + # 注意state=torch.tensor(state).unsqueeze(0)跟state=torch.tensor([state])等价 + state = torch.tensor( + [state], device=self.device, dtype=torch.float32) + # 如tensor([[-0.0798, -0.0079]], grad_fn=) + q_value = self.policy_net(state) + # tensor.max(1)返回每行的最大值以及对应的下标, + # 如torch.return_types.max(values=tensor([10.3587]),indices=tensor([0])) + # 所以tensor.max(1)[1]返回最大值对应的下标,即action + action = q_value.max(1)[1].item() + else: + action = random.randrange(self.n_actions) + return action + else: with torch.no_grad(): - # 先转为张量便于丢给神经网络,state元素数据原本为float64 - # 注意state=torch.tensor(state).unsqueeze(0)跟state=torch.tensor([state])等价 - state = torch.tensor( - [state], device=self.device, dtype=torch.float32) - # 如tensor([[-0.0798, -0.0079]], grad_fn=) - q_value = self.policy_net(state) - # tensor.max(1)返回每行的最大值以及对应的下标, - # 如torch.return_types.max(values=tensor([10.3587]),indices=tensor([0])) - # 所以tensor.max(1)[1]返回最大值对应的下标,即action - action = q_value.max(1)[1].item() - else: - action = random.randrange(self.n_actions) - return action - + # 先转为张量便于丢给神经网络,state元素数据原本为float64 + # 注意state=torch.tensor(state).unsqueeze(0)跟state=torch.tensor([state])等价 + state = torch.tensor( + [state], device='cpu', dtype=torch.float32) + # 如tensor([[-0.0798, -0.0079]], grad_fn=) + q_value = self.target_net(state) + # tensor.max(1)返回每行的最大值以及对应的下标, + # 如torch.return_types.max(values=tensor([10.3587]),indices=tensor([0])) + # 所以tensor.max(1)[1]返回最大值对应的下标,即action + action = q_value.max(1)[1].item() + return action def update(self): if len(self.memory) < self.batch_size: @@ -93,19 +100,25 @@ class DQN: done_batch), device=self.device).unsqueeze(1) # 将bool转为float然后转为张量 # 计算当前(s_t,a)对应的Q(s_t, a) - # 关于torch.gather,对于a=torch.Tensor([[1,2],[3,4]]) - # 那么a.gather(1,torch.Tensor([[0],[1]]))=torch.Tensor([[1],[3]]) - q_values = self.policy_net(state_batch).gather( - dim=1, index=action_batch) # 等价于self.forward - # 计算所有next states的V(s_{t+1}),即通过target_net中选取reward最大的对应states - next_state_values = self.target_net( + q_values = self.policy_net(state_batch) + next_q_values = self.policy_net(state_batch) + # 代入当前选择的action,得到Q(s_t|a=a_t) + q_value = q_values.gather(dim=1, index=action_batch) + '''以下是Nature DQN的q_target计算方式 + # 计算所有next states的Q'(s_{t+1})的最大值,Q'为目标网络的q函数 + next_q_state_value = self.target_net( next_state_batch).max(1)[0].detach() # 比如tensor([ 0.0060, -0.0171,...,]) - # 计算 expected_q_value + # 计算 q_target # 对于终止状态,此时done_batch[0]=1, 对应的expected_q_value等于reward - expected_q_values = reward_batch + self.gamma * \ - next_state_values * (1-done_batch[0]) - # self.loss = F.smooth_l1_loss(q_values,expected_q_values.unsqueeze(1)) # 计算 Huber loss - self.loss = nn.MSELoss()(q_values, expected_q_values.unsqueeze(1)) # 计算 均方误差loss + q_target = reward_batch + self.gamma * next_q_state_value * (1-done_batch[0]) + ''' + '''以下是Double DQNq_target计算方式,与NatureDQN稍有不同''' + next_target_values = self.target_net( + next_state_batch) + # 选出Q(s_t‘, a)对应的action,代入到next_target_values获得target net对应的next_q_value,即Q’(s_t|a=argmax Q(s_t‘, a)) + next_target_q_value = next_target_values.gather(1, torch.max(next_q_values, 1)[1].unsqueeze(1)).squeeze(1) + q_target = reward_batch + self.gamma * next_target_q_value * (1-done_batch[0]) + self.loss = nn.MSELoss()(q_value, q_target.unsqueeze(1)) # 计算 均方误差loss # 优化模型 self.optimizer.zero_grad() # zero_grad清除上一步所有旧的gradients from the last step # loss.backward()使用backpropagation计算loss相对于所有parameters(需要gradients)的微分 @@ -113,9 +126,9 @@ class DQN: for param in self.policy_net.parameters(): # clip防止梯度爆炸 param.grad.data.clamp_(-1, 1) self.optimizer.step() # 更新模型 - + def save_model(self,path): torch.save(self.target_net.state_dict(), path) def load_model(self,path): - self.policy_net.load_state_dict(torch.load(path)) \ No newline at end of file + self.target_net.load_state_dict(torch.load(path)) diff --git a/codes/DoubleDQN/logs/eval/20201222-144524/events.out.tfevents.1608619584.MacBook-Pro.local.35381.3 b/codes/DoubleDQN/logs/eval/20201222-144524/events.out.tfevents.1608619584.MacBook-Pro.local.35381.3 new file 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np.save(result_path+'moving_average_rewards_'+tag+'.npy', moving_average_rewards) + np.save(result_path+'steps_'+tag+'.npy',ep_steps ) \ No newline at end of file diff --git a/codes/double_dqn/plot.py b/codes/double_dqn/plot.py deleted file mode 100644 index 63b453a..0000000 --- a/codes/double_dqn/plot.py +++ /dev/null @@ -1,34 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -@Author: John -@Email: johnjim0816@gmail.com -@Date: 2020-06-11 16:30:09 -@LastEditor: John -LastEditTime: 2020-09-01 22:46:43 -@Discription: -@Environment: python 3.7.7 -''' -import matplotlib.pyplot as plt -import pandas as pd -import seaborn as sns -import numpy as np -import os - -def plot(item,ylabel='rewards',save_fig = True): - sns.set() - plt.figure() - plt.plot(np.arange(len(item)), item) - plt.title(ylabel+' of DQN') - plt.ylabel(ylabel) - plt.xlabel('episodes') - if save_fig: - plt.savefig(os.path.dirname(__file__)+"/result/"+ylabel+".png") - plt.show() -if __name__ == "__main__": - - output_path = 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