From 198fc4d17bafda12b5d5522faff924d45e48db0f Mon Sep 17 00:00:00 2001 From: JohnJim0816 Date: Tue, 5 Jan 2021 09:43:28 +0800 Subject: [PATCH] update Q-learning --- codes/Q-learning/main.py | 6 +++--- .../moving_average_rewards_train.npy | Bin 0 -> 208 bytes .../result/20210105-094149/rewards_train.npy | Bin 0 -> 208 bytes .../result/moving_average_rewards_train.png | Bin 32777 -> 24044 bytes codes/Q-learning/result/rewards.png | Bin 31683 -> 16688 bytes .../20210105-094149/checkpoint.npy | Bin 0 -> 1664 bytes codes/Q-learning/saved_model/checkpoint.npy | Bin 0 -> 1664 bytes codes/dqn/main.py | 2 +- 8 files changed, 4 insertions(+), 4 deletions(-) create mode 100644 codes/Q-learning/result/20210105-094149/moving_average_rewards_train.npy create mode 100644 codes/Q-learning/result/20210105-094149/rewards_train.npy create mode 100644 codes/Q-learning/saved_model/20210105-094149/checkpoint.npy create mode 100644 codes/Q-learning/saved_model/checkpoint.npy diff --git a/codes/Q-learning/main.py b/codes/Q-learning/main.py index 9f85d2f..8d35b08 100644 --- a/codes/Q-learning/main.py +++ b/codes/Q-learning/main.py @@ -5,7 +5,7 @@ Author: John Email: johnjim0816@gmail.com Date: 2020-09-11 23:03:00 LastEditor: John -LastEditTime: 2020-11-24 19:56:23 +LastEditTime: 2021-01-05 09:41:34 Discription: Environment: ''' @@ -92,7 +92,7 @@ def train(cfg): plot(rewards) plot(MA_rewards,ylabel='moving_average_rewards_train') -def test(cfg): +def eval(cfg, saved_model_path = SAVED_MODEL_PATH): env = gym.make("CliffWalking-v0") # 0 up, 1 right, 2 down, 3 left env = CliffWalkingWapper(env) @@ -102,7 +102,7 @@ def test(cfg): learning_rate=cfg.policy_lr, gamma=cfg.gamma, epsilon_start=cfg.epsilon_start,epsilon_end=cfg.epsilon_end,epsilon_decay=cfg.epsilon_decay) - agent.load() # 导入保存的模型 + agent.load_model(saved_model_path+'checkpoint.npy') # 导入保存的模型 rewards = [] # 记录所有episode的reward MA_rewards = [] # 记录滑动平均的reward steps = []# 记录所有episode的steps diff --git 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