Reinforcement Learning

2026-10-22 / 81 words

• Decisions & Dragons: A guide to the perilous world of reinforcement learning.
• Recent reasoning research: GRPO tweaks, base model RL, and data curation
• Towards Delivering a Coherent Self-Contained Explanation of Proximal Policy Optimization
• Applying RL: Fixing Structured Outputs
• The State of Reinforcement Learning for LLM Reasoning
• Reward Models
• Direct Preference Optimization (DPO)
• Reinforcement learning and general intelligence
• PPO for LLMs: A Guide for Normal People
• Group Relative Policy Optimization (GRPO)
• RL Scaling Laws
• Agentic RL
• Reinforcement Learning from Human Feedback Book