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Posts tagged supervised learning.

February 6, 2025 Taewoon Kim

RL vs SL: Understanding Their Roles in Large Language Models

Bridging Reinforcement Learning and Supervised Learning in LLMs

Large Language Models (LLMs) have brought a new twist to the way we think about training algorithms. While traditional Supervised Learning (SL) and Reinforcement Learning (RL) migh...

RL vs SL: Understanding Their Roles in Large Language Models
reinforcement-learning supervised-learning llm machine-learning
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September 22, 2024 Taewoon Kim

Is supervised learning a special type of reinforcement learning?

The reason why reinforcement learning is such a hard problem

Supervised Learning Objective: Maximum Likelihood In supervised learning , the goal is to learn a function that maps an input to a label . This is typically done by maximizing the...

Is supervised learning a special type of reinforcement learning?
reinforcement learning supervised learning contextual bandits
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