X @Avi Chawla

RT Avi Chawla (@_avichawla)The most comprehensive RL overview I've ever seen.Kevin Murphy from Google DeepMind, who has over 128k citations, wrote this.What makes this different from other RL resources:→ It bridges classical RL with the modern LLM era:There's an entire chapter dedicated to "LLMs and RL" covering:- RLHF, RLAIF, and reward modeling- PPO, GRPO, DPO, RLOO, REINFORCE++- Training reasoning models- Multi-turn RL for agents- Test-time compute scaling→ The fundamentals are crystal clearEvery major a ...