What is Reinforcement Learning? Definition | AI Understanding

Incazelo

Ukuqeqeshwa ngamasignali omklomelo lapho umenzeli efunda izenzo ezandisa imbuyiselo yesikhathi eside.

Imigomo ehlobene

Ukufunda Okuqiniswayo Kwimpendulo Yomuntu (RLHF)

Indlela yokuqeqesha esebenzisa amasiginali athandwayo womuntu ukuze alolonge ukuziphatha okuyimodeli.

Imodeli Yomvuzo

Imodeli ethola imiphumela ngokusekelwe kumasiginali athandwayo, ngokuvamile asetshenziswa kumapayipi e-RLHF.

Isistimu yesofthiwe engabuka, icabange, futhi ithathe izinyathelo zokufeza umgomo, ngokuvamile isebenzisa amathuluzi nenkumbulo.

I-AI yomthethosisekelo

Indlela yokuqeqesha nokubumba indlela yokuziphatha lapho okuphumayo okuyimodeli kuqondiswa isethi engaguquki yezimiso ezibhaliwe.

Umjikelezo ophindaphindayo lapho umenzeli we-AI ebuka, ahlele, enze, futhi abonise aze aqedele umgomo noma afinyelele isimo sokuma.

I-DPO (Direct Preference Optimization)

Indlela yokuqeqesha eshuna kahle imodeli ngokuqondile kumapheya athandwayo ngaphandle kokudinga imodeli yomklomelo ehlukile.

Funda kabanzi kumhlahlandlela wethu wamahhala

Deep Learning Reinforcement Learning Machine Learning Basics Supervised Learning

Bhekafuthi

Red Teaming Recommendation System Retrieval Recall RAG (Retrieval-Augmented Generation)Robustness Quantization Safety Filter

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala