AI dictionary · Machine learning
What is Reinforcement learning?Reinforcement learning kya hai?
Also called: RL
Reinforcement learning: Learning by trial and error: an agent takes actions and learns from rewards.Trial and error se seekhna: agent actions leta hai aur rewards se seekhta hai.
🧸 Think of it likeAise samjho
Like training a dog with treats: good actions get a reward, so the dog learns to repeat them.Kutte ko treats se train karne jaisa: achhe kaam pe inaam milta hai, toh woh unhe dohraana seekhta hai.
📘 ExplainedVistaar se
The agent observes a state, takes an action, gets a reward, and gradually learns a policy that maximises total reward. It powers game playing systems and robotics, and variants like RLHF are used to make LLMs more helpful.Agent ek state dekhta hai, action leta hai, reward paata hai, aur dheere dheere aisi policy seekhta hai jo kul reward zyaada kare. Yeh game khelne wale systems aur robotics chalaata hai, aur RLHF jaise variants LLMs ko zyaada madadgaar banane mein use hote hain.
💡 Real exampleAsli example
A program learning to play chess by playing millions of games against itself.Program jo khud se laakhon games khel kar chess seekhta hai.
📖 Learn it step by stepStep by step seekho
🔗 Related termsJude hue shabd
Questions people ask
What is Reinforcement learning?
Learning by trial and error: an agent takes actions and learns from rewards. The agent observes a state, takes an action, gets a reward, and gradually learns a policy that maximises total reward. It powers game playing systems and robotics, and variants like RLHF are used to make LLMs more helpful.
How can I understand Reinforcement learning in simple words?
Like training a dog with treats: good actions get a reward, so the dog learns to repeat them.
What is an example of Reinforcement learning?
A program learning to play chess by playing millions of games against itself.
Reinforcement learning ka matlab kya hai?
Trial and error se seekhna: agent actions leta hai aur rewards se seekhta hai. Kutte ko treats se train karne jaisa: achhe kaam pe inaam milta hai, toh woh unhe dohraana seekhta hai.
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