 dhiguva prakaranam prakaaram ,  rein ‌ fores ‌ ment lerning antey emti ?
 rein ‌ fores ‌ ment lerning  (RL)  anede machine lerning yokka ooka prantham ,  idi cumulative reward bhavananu penchadaaniki ooka vaataavaranamlo telivaina agent ‌ lu elaa caryalu teesukoovaali .  upabala abhyasam anede paryavekshinchabade abhyasam mariyu paryavekshinchabadani abhyaasamtho paatu muudu praadhimika yantra abhyasa namuunaalaloo okati .

 lebul cheyabadina in ‌ putt / avut ‌ putt jatalanu pradarsinchaalsina avsaram ledhu mariyu spashtangaa sarididdaalsina vupa - optimal caryalu avsaram lenanduna upabala abhyasam paryavekshinchabade abhyaasaaniki bhinnangaa umtumdi .  badhuluga drhushti anveeshana  ( nirdesinchani bhoobhaagam )  mariyu doopidii  ( pratuta gnanam )  Madhya samatulyatanu kanugonadam .
 machiine lerning ‌ loo ,  riin ‌ fores ‌ ment lerning  (RL)  anede telivaina agent ‌ lu thama motham reward ‌ lanu penchukoovadaaniki elaa spandistaarane danki sambamdhinchina domain .  paryavekshinchabade mariyu paryavekshinchabadani abhyaasamtho paatu ,  idi  3  takala machine lerning ‌ loo okati .  paryavekshinchabade abhyasam vale kakunda , RL ki lebul cheyabadina deetaa avsaram ledhu .