Reainforcement Learning Bible #book #reinforcementlearning

https://arxiv.org/pdf/2501.12948

DeepSeek-R1-Zero is a pure RL model without any supervised data and fine-tuning which achieved paramount reasoning capabilities and was actually trained on a DeepSeek-V3-Base model using GRPO(Group Relative Policy Optimisation) approach. Which is truly an amazing result, that shows how undervalued RL potential is. As I foreseen — the next big leap in AI will be achieved by RL massive adoption and incorporation with pre-trained DL models.

Is RL mass-adoption coming?


#DeepSeek #reinforcementlearning #LLM #GRPO #RL

Given rising interest to Reinforcement Learning recently recollected this course which I’ve personally took during spring 2023:

https://huggingface.co/learn/deep-rl-course/en/unit0/introduction


#reinforcementlearning #RL #DeepRL #DRL