{"id":4366,"date":"2026-04-16T10:45:08","date_gmt":"2026-04-16T07:45:08","guid":{"rendered":"https:\/\/mojaz.ai\/chinese-prerl-technique-ai-model-reasoning-training\/"},"modified":"2026-04-16T10:45:08","modified_gmt":"2026-04-16T07:45:08","slug":"chinese-prerl-technique-ai-model-reasoning-training","status":"publish","type":"post","link":"https:\/\/mojaz.ai\/staging\/chinese-prerl-technique-ai-model-reasoning-training\/","title":{"rendered":"\u0628\u062d\u062b \u0635\u064a\u0646\u064a \u064a\u0643\u0634\u0641 \u0637\u0631\u064a\u0642\u0629 \u062c\u062f\u064a\u062f\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c"},"content":{"rendered":"

\u0628\u0642\u0644\u0645: \u0646\u0648\u0631<\/a> | \u0645\u062d\u0631\u0631\u0629 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u00b7 \u0635\u0648\u062a \u062a\u062d\u0631\u064a\u0631\u064a \u0628\u0625\u0634\u0631\u0627\u0641 \u0628\u0634\u0631\u064a<\/a><\/p>\n

\n

\u0641\u0631\u064a\u0642 \u0628\u062d\u062b\u064a \u0645\u0646 \u0645\u0639\u0647\u062f \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0627\u0644\u0635\u064a\u0646\u064a \u0628\u0642\u064a\u0627\u062f\u0629 \u064a\u0648\u0642\u064a\u0627\u0648 \u062a\u0627\u0646 \u0648\u0645\u064a\u0646\u062c\u0647\u0646\u063a \u0648\u0627\u0646\u063a \u064a\u0642\u062a\u0631\u062d \u0646\u0647\u062c\u0627\u064b \u062c\u0630\u0631\u064a\u0627\u064b \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0646\u0637\u0642\u064a. \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0627\u0644\u0645\u0633\u0645\u0627\u0629 PreRL \u062a\u062a\u062e\u0644\u0649 \u0639\u0646 \u0627\u0644\u0627\u0642\u062a\u0631\u0627\u0628 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0634\u0631\u0637\u064a P(y|x) \u0648\u062a\u0633\u062a\u0647\u062f\u0641 \u0628\u062f\u0644\u0627\u064b \u0645\u0646\u0647 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0647\u0627\u0645\u0634\u064a P(y) \u0645\u0628\u0627\u0634\u0631\u0629 (\u0648\u0641\u0642\u0627\u064b \u0644\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0641\u064a ArXiv)<\/a>.<\/p>\n

\u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0639\u0627\u0644\u062c\u0647\u0627 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0636\u062d\u0629: \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a RLVR \u0645\u062d\u062f\u0648\u062f \u0628\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0648\u062c\u0648\u062f \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633\u064a. \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u0627\u0648\u0644 \u062a\u062d\u0633\u064a\u0646 P(y|x)\u060c \u0641\u0623\u0646\u062a \u0645\u062d\u0635\u0648\u0631 \u0628\u0645\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0646\u062a\u0627\u062c\u0647 \u0623\u0635\u0644\u0627\u064b. \u0644\u0643\u0646 \u062a\u062d\u0633\u064a\u0646 P(y) \u0641\u064a \u0645\u0633\u0627\u062d\u0629 \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u064a\u062d\u0631\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0642\u064a\u062f \u0648\u064a\u0633\u0645\u062d \u0628\u062a\u0631\u0645\u064a\u0632 \u0642\u062f\u0631\u0627\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062c\u062f\u064a\u062f\u0629 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0642\u062f\u0631\u0629 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0648\u0627\u0633\u0639\u0629.<\/p>\n

\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u064a\u0648\u0627\u062c\u0647 \u062a\u062d\u062f\u064a\u0627\u064b \u0622\u062e\u0631: \u0627\u0639\u062a\u0645\u0627\u062f\u0647 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0627\u0628\u062a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0633\u0644\u0628\u064a \u064a\u062e\u0644\u0642 \u0627\u0646\u062d\u0631\u0627\u0641\u0627\u064b \u0641\u064a \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u064a\u0636\u0639\u0641 \u0645\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641. PreRL \u062a\u062d\u0644 \u0647\u0630\u0627 \u0628\u062a\u0637\u0628\u064a\u0642 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0639\u0644\u0649 P(y). \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u062b\u0628\u062a\u0648\u0627 \u0646\u0638\u0631\u064a\u0627\u064b \u0648\u062a\u062c\u0631\u064a\u0628\u064a\u0627\u064b \u0648\u062c\u0648\u062f \u062a\u0648\u0627\u0641\u0642 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u062c \u0628\u064a\u0646 log P(y) \u0648 log P(y|x)\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 PreRL \u0628\u062f\u064a\u0644\u0627\u064b \u0641\u0639\u0627\u0644\u0627\u064b \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632\u064a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a.<\/p>\n

\u0627\u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0643\u062b\u0631 \u0625\u062b\u0627\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0647\u0648 \u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0632\u064a\u0632 \u0628\u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0633\u0627\u0644\u0628\u0629 NSR \u062f\u0627\u062e\u0644 PreRL. \u0647\u0630\u0647 \u0627\u0644\u0622\u0644\u064a\u0629 \u062a\u0639\u0645\u0644 \u0643\u0645\u062d\u0631\u0643 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u060c \u062d\u064a\u062b \u062a\u0642\u0648\u0645 NSR-PreRL \u0628\u062a\u0642\u0644\u064a\u0645 \u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0628\u0633\u0631\u0639\u0629 \u0645\u0639 \u062a\u062d\u0641\u064a\u0632 \u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u0623\u0645\u0644\u064a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629. \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0645\u0630\u0647\u0644\u0629: \u0632\u064a\u0627\u062f\u0629 \u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u0645\u0642\u062f\u0627\u0631 14.89 \u0645\u0631\u0629 \u0648\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u062a\u0623\u0645\u0644 \u0628\u0645\u0642\u062f\u0627\u0631 6.54 \u0645\u0631\u0629.<\/p>\n

    \n
  1. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/strong>: \u0642\u064a\u0627\u0633 \u0648\u0641\u0647\u0645 \u062a\u0648\u0632\u064a\u0639 P(y) \u0627\u0644\u062d\u0627\u0644\u064a \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0631\u0627\u062f \u062a\u062d\u0633\u064a\u0646\u0647 \u0642\u0628\u0644 \u0627\u0644\u0628\u062f\u0621 \u0628\u0623\u064a \u062a\u0639\u062f\u064a\u0644\u0627\u062a<\/li>\n
  2. \u0625\u0639\u062f\u0627\u062f \u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0648\u0627\u0644\u0639\u0642\u0648\u0628\u0627\u062a<\/strong>: \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0645\u0643\u0627\u0641\u0622\u062a \u064a\u0639\u0632\u0632 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0648\u064a\u0639\u0627\u0642\u0628 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u062d\u062f\u062f\u0629<\/li>\n
  3. \u062a\u0637\u0628\u064a\u0642 NSR-PreRL \u0644\u0644\u062a\u0642\u0644\u064a\u0645 \u0627\u0644\u0623\u0648\u0644\u064a<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632 \u0628\u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0633\u0627\u0644\u0628\u0629 \u0644\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0645\u0646 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648\u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0623\u0641\u0642<\/li>\n
  4. \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u0623\u0645\u0644\u064a<\/strong>: \u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u062d\u0633\u0646 \u0641\u064a \u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0648\u0627\u0644\u062a\u0623\u0645\u0644 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/li>\n
  5. \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0644\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u064a\u0642<\/strong>: \u0628\u0639\u062f \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u060c \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0644\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u064a\u0642<\/li>\n
  6. \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0636\u0628\u0637 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648\u0627\u0644\u062a\u062d\u0633\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/li>\n<\/ol>\n

    \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 Policy Reincarnation \u0641\u064a DSRL \u062a\u0645\u062b\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0641\u0643\u0627\u0631. \u0627\u0644\u0646\u0647\u062c \u064a\u0628\u062f\u0623 \u0628\u062a\u0647\u064a\u0626\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 NSR-PreRL \u0644\u062a\u0648\u0633\u064a\u0639 \u0623\u0641\u0642 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u060c \u062b\u0645 \u064a\u0646\u062a\u0642\u0644 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632\u064a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u064a\u0642. \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0623\u0638\u0647\u0631\u062a \u062a\u0641\u0648\u0642 DSRL \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u0642\u0648\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u0643\u062f \u0623\u0646 \u062a\u0642\u0644\u064a\u0645 \u0645\u0633\u0627\u062d\u0629 \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u064a\u0648\u062c\u0647 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0646\u062d\u0648 \u0645\u0633\u0627\u062d\u0629 \u0641\u0631\u0639\u064a\u0629 \u0645\u0643\u0631\u0631\u0629 \u0644\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0635\u062d\u064a\u062d.<\/p>\n

    \u0645\u0627 \u064a\u062c\u0639\u0644 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0645\u062b\u064a\u0631\u0627\u064b \u0644\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0647\u0648 \u0646\u0647\u062c\u0647 \u0641\u064a “\u0627\u0644\u062a\u0639\u0644\u0645 \u0628\u0627\u0644\u0646\u0641\u064a \u0623\u0648\u0644\u0627\u064b”. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u062d\u0627\u0648\u0644\u0629 \u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u060c \u062a\u0639\u0644\u0645\u0647 \u0623\u0648\u0644\u0627\u064b \u0643\u064a\u0641\u064a\u0629 \u0631\u0641\u0636 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629. \u0647\u0630\u0627 \u064a\u0642\u0644\u0644 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0641\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0628\u062d\u062b \u0648\u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0644\u0627\u062d\u0642 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0643\u0641\u0627\u0621\u0629.<\/p>\n

    \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642 PreRL \u062a\u062a\u0631\u0643\u0632 \u062d\u0648\u0644 \u0636\u0628\u0637 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0648\u0627\u0644\u0639\u0642\u0648\u0628\u0627\u062a. \u0627\u0644\u0639\u0642\u0627\u0628 \u0627\u0644\u0645\u0641\u0631\u0637 \u0642\u062f \u064a\u0624\u062f\u064a \u0644\u062a\u0642\u0644\u064a\u0645 \u0645\u0633\u0627\u062d\u0627\u062a \u0645\u0641\u064a\u062f\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0639\u0642\u0627\u0628 \u0627\u0644\u0636\u0639\u064a\u0641 \u0644\u0627 \u064a\u062d\u0642\u0642 \u0627\u0644\u062a\u062d\u0633\u0646 \u0627\u0644\u0645\u0637\u0644\u0648\u0628. \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0628\u062d\u062b\u064a \u064a\u0642\u062a\u0631\u062d \u0646\u0647\u062c\u0627\u064b \u062a\u062f\u0631\u064a\u062c\u064a\u0627\u064b \u064a\u0628\u062f\u0623 \u0628\u0639\u0642\u0648\u0628\u0627\u062a \u062e\u0641\u064a\u0641\u0629 \u0648\u064a\u0632\u064a\u062f\u0647\u0627 \u062a\u062f\u0631\u064a\u062c\u064a\u0627\u064b \u0645\u0639 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0648\u0627\u0632\u0646\u0627\u064b \u0635\u062d\u064a\u0627\u064b \u0628\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0648\u0627\u0644\u0627\u0633\u062a\u063a\u0644\u0627\u0644.<\/p>\n

    \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u062a\u0634\u064a\u0631 \u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u0646 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0637\u0642 \u0625\u0644\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0633\u0628\u0628\u064a \u0627\u0644\u0645\u0639\u0642\u062f. \u0644\u0643\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u064a\u0624\u0643\u062f\u0648\u0646 \u0623\u0647\u0645\u064a\u0629 \u0641\u0647\u0645 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0642\u0628\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u062d\u064a\u062b \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0645\u0647\u0627\u0645 \u0642\u062f \u062a\u0633\u062a\u0641\u064a\u062f \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0627\u0642\u062a\u0631\u0627\u0628 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a.<\/p>\n<\/div>\n

    ArXiv<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

    \u0628\u0627\u062d\u062b\u0648\u0646 \u0635\u064a\u0646\u064a\u0648\u0646 \u064a\u0637\u0648\u0631\u0648\u0646 \u062a\u0642\u0646\u064a\u0629 PreRL \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0647\u062f\u0641 P(y) \u0628\u062f\u0644\u0627\u064b \u0645\u0646 P(y|x) \u0648\u062a\u062d\u0642\u0642 \u0632\u064a\u0627\u062f\u0629 14.89 \u0645\u0631\u0629 \u0641\u064a \u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0645\u0646\u0637\u0642\u064a<\/p>\n","protected":false},"author":1,"featured_media":4365,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-4366","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn-use-ai"],"_links":{"self":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4366","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/comments?post=4366"}],"version-history":[{"count":0,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4366\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/media?parent=4366"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/categories?post=4366"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/tags?post=4366"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}