Understanding GRPO: Group Relative Policy Optimization in Reinforcement Learning

Understanding GRPO: Group Relative Policy Optimization in Reinforcement Learning

Trelis Research via YouTube Direct link

06:57 Diving into GRPO: Group Relative Policy Optimization

4 of 9

4 of 9

06:57 Diving into GRPO: Group Relative Policy Optimization

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Understanding GRPO: Group Relative Policy Optimization in Reinforcement Learning

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  1. 1 00:00 Introduction to Reinforcement Learning
  2. 2 00:30 Understanding Supervised Fine Tuning
  3. 3 01:30 Exploring ORPO: Odds Ratio Preference Optimization
  4. 4 06:57 Diving into GRPO: Group Relative Policy Optimization
  5. 5 08:31 Challenges and Rewards in GRPO
  6. 6 14:12 History and Evolution of Policy Optimization
  7. 7 19:30 Trust Region Policy Optimization TRPO and Proximal Policy Optimization PPO
  8. 8 22:26 Simplifying PPO with GRPO
  9. 9 29:34 Final Thoughts on GRPO and Reinforcement Learning

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