#!/usr/bin/env python # coding=utf-8 ''' Author: John Email: johnjim0816@gmail.com Date: 2021-03-24 22:14:12 LastEditor: John LastEditTime: 2021-03-24 22:17:09 Discription: Environment: ''' import torch.nn as nn import torch.nn.functional as F class MLP(nn.Module): def __init__(self, state_dim,action_dim,hidden_dim=128): super(MLP, self).__init__() self.fc1 = nn.Linear(state_dim, hidden_dim) self.fc2 = nn.Linear(hidden_dim,hidden_dim) self.fc3 = nn.Linear(hidden_dim, action_dim) def forward(self, x): x = F.relu(self.fc1(x)) x = F.relu(self.fc2(x)) return self.fc3(x)