Q-Learning mangrupa jenis algoritma learning reinforcement nu ngagunakeun tabel Q-nilai pikeun nyimpen panghasilan diperkirakeun pikeun pasangan aksi kaayaan. Ieu mangrupa model bébas, offline learning algoritma nu iteratively ngamutahirkeun tabel Q-nilai guna manggihan kawijakan optimal. Q-Learning teu merlukeun jaringan saraf jero, sarta bisa dipaké jeung simplified, tabel-based representations. Deep Q-Learning mangrupa jenis algoritma learning reinforcement nu ngagunakeun jaringan saraf jero pikeun approximate fungsi Q-nilai. Ieu mangrupa algoritma learning online nu ngamutahirkeun beurat jaringan saraf guna manggihan kawijakan optimal.
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