GRPO

Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

Introduction learning (RL) has achieved remarkable success in teaching agents to resolve complex tasks, from mastering Atari games and Go to training helpful language models. Two necessary techniques behind a lot of these advances...

The Many Faces of Reinforcement Learning: Shaping Large Language Models

Lately, Large Language Models (LLMs) have significantly redefined the sphere of artificial intelligence (AI), enabling machines to know and generate human-like text with remarkable proficiency. This success is basically attributed to advancements in machine...

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