From PPO, GRPO to frontier agentic reinforcement learning
Agentic RL 2: RL for LLMs
RL Methods for LLM PostTraining (vanilla-ppo, RLHF-PPO, DPO, RLVR, DeepSeek-Math-GRPO)
Agentic RL
From PPO, GRPO to frontier agentic reinforcement learning
Agentic RL 3: From Tokens to Trajectories, Long-Horizon Reinforcement Learning
What is after GRPO? Advanced long-horizon agentic reinforcement learning. (DAPO, GSPO, SAO, FlashREINFORCE, more advanced training recipes.)
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)