2023-03-29 23:48:02 - r - INFO: - Hyperparameters:
2023-03-29 23:48:02 - r - INFO: - ================================================================================
2023-03-29 23:48:02 - r - INFO: -         Name        	       Value        	        Type        
2023-03-29 23:48:02 - r - INFO: -       env_name      	deep-sea-treasure-v0	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -     new_step_api    	         1          	   <class 'bool'>   
2023-03-29 23:48:02 - r - INFO: -       wrapper       	        None        	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -        render       	         0          	   <class 'bool'>   
2023-03-29 23:48:02 - r - INFO: -      algo_name      	    MO-QLearning    	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -         mode        	        test        	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -         seed        	         0          	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -        device       	        cpu         	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -      train_eps      	        100         	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -       test_eps      	         20         	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -       eval_eps      	         10         	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -   eval_per_episode  	         5          	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -      max_steps      	        200         	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -   load_checkpoint   	         0          	   <class 'bool'>   
2023-03-29 23:48:02 - r - INFO: -      load_path      	       tasks        	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -       show_fig      	         0          	   <class 'bool'>   
2023-03-29 23:48:02 - r - INFO: -       save_fig      	         1          	   <class 'bool'>   
2023-03-29 23:48:02 - r - INFO: -    epsilon_start    	        0.95        	  <class 'float'>   
2023-03-29 23:48:02 - r - INFO: -     epsilon_end     	        0.01        	  <class 'float'>   
2023-03-29 23:48:02 - r - INFO: -    epsilon_decay    	        300         	   <class 'int'>    
2023-03-29 23:48:02 - r - INFO: -        gamma        	        0.9         	  <class 'float'>   
2023-03-29 23:48:02 - r - INFO: -          lr         	        0.1         	  <class 'float'>   
2023-03-29 23:48:02 - r - INFO: -       weights       	     [0.5, 0.5]     	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -       task_dir      	E:\LAMDA\ongoing work\joyrl\joyrl-offline/tasks/Test_deep-sea-treasure-v0_MO-QLearning_20230329-234802	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -       res_dir       	E:\LAMDA\ongoing work\joyrl\joyrl-offline/tasks/Test_deep-sea-treasure-v0_MO-QLearning_20230329-234802/results	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -       log_dir       	E:\LAMDA\ongoing work\joyrl\joyrl-offline/tasks/Test_deep-sea-treasure-v0_MO-QLearning_20230329-234802/logs	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -       traj_dir      	E:\LAMDA\ongoing work\joyrl\joyrl-offline/tasks/Test_deep-sea-treasure-v0_MO-QLearning_20230329-234802/traj	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: -        tb_dir       	E:\LAMDA\ongoing work\joyrl\joyrl-offline/tasks/Test_deep-sea-treasure-v0_MO-QLearning_20230329-234802/tb_logs	   <class 'str'>    
2023-03-29 23:48:02 - r - INFO: - ================================================================================
2023-03-29 23:48:02 - r - INFO: - n_states: 2, n_actions: 4
2023-03-29 23:48:02 - r - INFO: - Start testing!
2023-03-29 23:48:02 - r - INFO: - Env: deep-sea-treasure-v0, Algorithm: MO-QLearning, Device: cpu
2023-03-29 23:48:02 - r - INFO: - Episode: 1/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 2/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 3/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 4/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 5/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 6/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 7/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 8/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 9/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 10/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 11/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 12/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 13/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 14/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 15/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 16/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 17/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 18/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 19/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Episode: 20/20, Reward: 0.000,-200.000, Step: 200
2023-03-29 23:48:02 - r - INFO: - Finish testing!