{"id":5607,"date":"2025-11-23T09:14:47","date_gmt":"2025-11-23T05:44:47","guid":{"rendered":"https:\/\/aidreamslab.com\/blog\/%d8%b7%d8%b1%d8%a7%d8%ad%db%8c-%d9%85%d8%ad%db%8c%d8%b7-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d8%aa%d9%82%d9%88%db%8c%d8%aa%db%8c-%d9%85%db%8c%d9%86%db%8c-%d8%b9%d8%a7%d9%85%d9%84\/"},"modified":"2025-11-23T09:15:31","modified_gmt":"2025-11-23T05:45:31","slug":"%d8%b7%d8%b1%d8%a7%d8%ad%db%8c-%d9%85%d8%ad%db%8c%d8%b7-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d8%aa%d9%82%d9%88%db%8c%d8%aa%db%8c-%d9%85%db%8c%d9%86%db%8c-%d8%b9%d8%a7%d9%85%d9%84","status":"publish","type":"post","link":"https:\/\/aidreamslab.com\/blog\/%d8%b7%d8%b1%d8%a7%d8%ad%db%8c-%d9%85%d8%ad%db%8c%d8%b7-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d8%aa%d9%82%d9%88%db%8c%d8%aa%db%8c-%d9%85%db%8c%d9%86%db%8c-%d8%b9%d8%a7%d9%85%d9%84\/","title":{"rendered":"\u0637\u0631\u0627\u062d\u06cc \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc\u0646\u06cc: \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0647\u0645\u200c\u0632\u0645\u0627\u0646\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc"},"content":{"rendered":"<h2>\u0645\u0642\u062f\u0645\u0647<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc (Reinforcement Learning) \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0648 \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0627\u0632 \u0645\u062d\u06cc\u0637 \u062e\u0648\u062f\u060c \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0628\u0647\u062a\u0631\u06cc \u0627\u062a\u062e\u0627\u0630 \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 \u0628\u0647 \u0637\u0631\u0627\u062d\u06cc \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc\u0646\u06cc \u0648 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0633\u0647 \u0646\u0648\u0639 \u0639\u0627\u0645\u0644 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a: \u0639\u0627\u0645\u0644 \u0627\u0642\u062f\u0627\u0645 (Action Agent)\u060c \u0639\u0627\u0645\u0644 \u0627\u0628\u0632\u0627\u0631 (Tool Agent) \u0648 \u0646\u0627\u0638\u0631 (Supervisor). \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0622\u0646 \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647\u060c \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0627\u06cc\u0646 \u0645\u0628\u0627\u062d\u062b \u0645\u0647\u0645 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<h2>\u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc\u0646\u06cc<\/h2>\n<p>\u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u062c\u0646\u0627\u06cc\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. \u0633\u06cc\u0633\u062a\u0645 \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u0647 \u0645\u0627 \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0645\u062d\u0644\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u060c \u0645\u06cc\u200c\u0622\u0645\u0648\u0632\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0647\u06cc\u0646\u0647\u200c\u062a\u0631\u06cc\u0646 \u0631\u0627\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0631\u06a9\u062a \u0648 \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u062e\u0648\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0634\u0627\u0645\u0644 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062a\u0637\u0628\u06cc\u0642\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0633\u062a\u0647 \u0628\u0647 \u0634\u0631\u0627\u06cc\u0637 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0646\u062f \u0648 \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u06a9\u0627\u0631\u0627\u06cc\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<h3>\u062a\u0639\u0631\u06cc\u0641 \u0627\u0646\u0648\u0627\u0639 \u0639\u0627\u0645\u0644\u200c\u0647\u0627<\/h3>\n<ul>\n<li><strong>\u0639\u0627\u0645\u0644 \u0627\u0642\u062f\u0627\u0645 (Action Agent):<\/strong> \u0627\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0648\u0638\u06cc\u0641\u0647 \u062f\u0627\u0631\u062f \u062a\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645 \u0645\u0645\u06a9\u0646 \u0631\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0648\u0636\u0639\u06cc\u062a \u06a9\u0646\u0648\u0646\u06cc \u0645\u062d\u06cc\u0637 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0639\u0627\u0644\u06cc\u062a \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0634\u0627\u0645\u0644 \u062d\u0631\u06a9\u062a \u0628\u0647 \u06cc\u06a9 \u0645\u0648\u0642\u0639\u06cc\u062a \u062e\u0627\u0635\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u06cc\u0627 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0639\u0648\u0627\u0645\u0644 \u0628\u0627\u0634\u062f.<\/li>\n<li><strong>\u0639\u0627\u0645\u0644 \u0627\u0628\u0632\u0627\u0631 (Tool Agent):<\/strong> \u0627\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0645\u0633\u0626\u0648\u0644 \u0627\u0631\u0627\u0626\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0639\u0627\u0645\u0644 \u0627\u0642\u062f\u0627\u0645 \u0627\u0633\u062a \u062a\u0627 \u0627\u0648 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u0628\u0631\u062f \u0627\u0647\u062f\u0627\u0641 \u062e\u0648\u062f \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/li>\n<li><strong>\u0646\u0627\u0638\u0631 (Supervisor):<\/strong> \u0627\u06cc\u0646 \u0639\u0627\u0645\u0644 \u0648\u0638\u06cc\u0641\u0647 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0631\u0627\u0626\u0647 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0628\u0647 \u0633\u0627\u06cc\u0631 \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631 \u0639\u0647\u062f\u0647 \u062f\u0627\u0631\u062f. \u0646\u0627\u0638\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062e\u0637\u0627\u0647\u0627 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0645\u0634\u0627\u0648\u0631\u0647\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<h2>\u0627\u06cc\u062c\u0627\u062f \u0637\u0631\u0627\u062d\u06cc \u0627\u0648\u0644\u06cc\u0647<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u062d\u06cc\u0637 \u062e\u0648\u062f \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0628\u0627\u06cc\u062f \u0628\u0647 \u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0648 \u0628\u0627 \u0645\u062d\u06cc\u0637 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0646\u0646\u062f. \u0646\u062d\u0648\u0647 \u0627\u06cc\u062c\u0627\u062f \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0647 \u0622\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a. \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u060c \u0627\u0645\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc \u0648 \u062c\u0627\u0645\u0639 \u062e\u0648\u062f\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0646\u0627\u0633\u0628\u06cc \u0627\u0633\u062a.<\/p>\n<h3>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627<\/h3>\n<p>\u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0641\u06cc\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0627\u0646\u0646\u062f <strong>NumPy<\/strong> \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u062f\u062f\u06cc \u0648 <strong>Gym<\/strong> \u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c <strong>Matplotlib<\/strong> \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f \u062a\u0627 \u0646\u062a\u0627\u06cc\u062c \u062e\u0648\u062f \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u0648 \u062a\u0635\u0648\u06cc\u0631\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2>\u062a\u062d\u0644\u06cc\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0628\u0627\u0632\u062e\u0648\u0631\u062f<\/h2>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0642\u06cc\u0642 \u0639\u0645\u0644\u06a9\u0631\u062f \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0645\u0648\u062b\u0631 \u0627\u0633\u062a. \u0645\u062e\u062a\u0644\u0641\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0633\u06cc\u0633\u062a\u0645 \u0645\u0627 \u0628\u0627\u06cc\u062f \u0637\u0648\u0631\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0635\u062d\u06cc\u062d \u0648 \u0628\u0647\u200c\u0645\u0648\u0642\u0639 \u0628\u0647 \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0627\u0642\u062f\u0627\u0645 \u0646\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0628\u0647 \u0648\u0638\u06cc\u0641\u0647 \u062e\u0648\u062f \u0639\u0645\u0644 \u06a9\u0646\u062f\u060c \u0646\u0627\u0638\u0631 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0627\u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0646\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u062f \u0622\u0646 \u0631\u0627 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u062f.<\/p>\n<h2>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n<p>\u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0644\u06cc\u060c \u0637\u0631\u0627\u062d\u06cc \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc\u0646\u06cc \u0628\u0627 \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc \u0646\u0647 \u062a\u0646\u0647\u0627 \u06cc\u06a9 \u0686\u0627\u0644\u0634 \u062c\u0627\u0644\u0628 \u0627\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0628\u0647\u0628\u0648\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0641\u0631\u0627\u0647\u0645 \u06a9\u0646\u062f. \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u0627 \u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0648 \u0627\u06cc\u062c\u0627\u062f \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0642\u062f\u0645\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc (Reinforcement Learning) \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0648 \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0627\u0632 \u0645\u062d\u06cc\u0637 \u062e\u0648\u062f\u060c \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0628\u0647\u062a\u0631\u06cc \u0627\u062a\u062e\u0627\u0630 \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 \u0628\u0647 \u0637\u0631\u0627\u062d\u06cc \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc\u0646\u06cc \u0648 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0633\u0647 \u0646\u0648\u0639 \u0639\u0627\u0645\u0644 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a: \u0639\u0627\u0645\u0644 \u0627\u0642\u062f\u0627\u0645 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":5608,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc","_yoast_wpseo_title":"\u0637\u0631\u0627\u062d\u06cc \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc 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\u06a9\u0646\u06cc\u062f.","_uag_custom_page_level_css":"","footnotes":""},"categories":[45],"tags":[57,58,46],"class_list":["post-5607","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","tag-ai-2","tag-openai","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.6 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0637\u0631\u0627\u062d\u06cc \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc\u0646\u06cc: \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0647\u0645\u200c\u0632\u0645\u0627\u0646\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc<\/title>\n<meta name=\"description\" content=\"\u0628\u06cc\u0627\u0645\u0648\u0632\u06cc\u062f \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc 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