更新算法模版

projects/codes/MonteCarlo/config/config.py

@@ -0,0 +1,32 @@
+#!/usr/bin/env python
+# coding=utf-8
+'''
+Author: JiangJi
+Email: johnjim0816@gmail.com
+Date: 2022-11-06 00:31:35
+LastEditor: JiangJi
+LastEditTime: 2022-11-06 00:45:44
+Discription: parameters of MonteCarlo
+'''
+from common.config import GeneralConfig,AlgoConfig
+
+class GeneralConfigMC(GeneralConfig):
+    def __init__(self) -> None:
+        self.env_name = "Racetrack-v0" # name of environment
+        self.algo_name = "FirstVisitMC" # name of algorithm
+        self.mode = "train" # train or test
+        self.seed = 1 # random seed
+        self.device = "cpu" # device to use
+        self.train_eps = 200 # number of episodes for training
+        self.test_eps = 20 # number of episodes for testing
+        self.max_steps = 200 # max steps for each episode
+        self.load_checkpoint = False
+        self.load_path = "tasks" # path to load model
+        self.show_fig = False # show figure or not
+        self.save_fig = True # save figure or not
+        
+class AlgoConfigMC(AlgoConfig):
+    def __init__(self) -> None:
+        self.gamma = 0.90 # discount factor
+        self.epsilon = 0.15 # epsilon greedy
+        self.lr = 0.1 # learning rate