Agentic RL 2: RL for LLMs
RL Methods for LLM PostTraining (vanilla-ppo, RLHF-PPO, DPO, RLVR, DeepSeek-Math-GRPO)
Advantage
Agentic RL 1: From Policy Gradient to PPO
From RL Basis to Policy Gradient (reward-to-go, advantage estimations), REINFORCE, Actor-Critic, PPO (Importance Sampling and Clipping)