Lecture 1 - Reasoning LLMs from Scratch - Series Introduction Lecture 2 - Chain of Thought Reasoning | Reasoning LLMs from Scratch Series Lecture 3 - Verifiers - Beam Search | Reasoning LLMs from Scratch Lecture 4 - Reinforcement Learning - Basics | Reasoning LLMs from Scratch Lecture 4b - Multi-Arm Bandits | Reasoning LLMs from Scratch Lecture 5 - Markov Decision Processes | Reasoning LLMs from Scratch Lecture 6 - Value Functions | Reinforcement Learning | Reasoning LLMs from Scratch Lecture 7 - Dynamic Programming | Reinforcement Learning Phase | Reasoning LLMs from Scratch Lecture 8 - Monte Carlo Methods | Reinforcement Learning Phase | Reasoning LLMs from Scratch Lecture 9 - Temporal Difference Prediction|Reinforcement Learning Phase| Reasoning LLMs from Scratch Lecture 10 -Temporal Difference Control | Reinforcement Learning Phase | Reasoning LLMs from Scratch Lecture 11 - Function Approximation Methods|Reinforcement Learning Phase|Reasoning LLMs from Scratch Lecture 12 - Policy Control using Value Function Approximation | Reasoning LLMs from Scratch Lecture 13 - Policy Gradient Methods | Reinforcement Learning Phase | Reasoning LLMs from Scratch Lecture 14 - REINFORCE | Reinforcement Learning Phase|Reasoning LLMs from Scratch Lecture 15 Generalized Advantage Estimation|Reinforcement Learning Phase|Reasoning LLMs from Scratch Lecture 16 Trust Region Policy Optimization|Reinforcement Learning Phase|Reasoning LLMs from Scratch Lecture 17 - TRPO Solution Methodology | Reinforcement Learning Phase | Reasoning LLMs from Scratch GRPO Explained under 40 Minutes Lecture 18 - Proximal Policy Optimization|Reinforcement Learning Phase | Reasoning LLMs from Scratch Lecture 19 - Applying RL in LLMs | Reinforcement Learning Phase | Reasoning LLMs from Scratch Lecture 20 -GRPO |Reinforcement Learning Phase|Reasoning LLMs from Scratch Lecture 21 - Build your first Reasoning Model using GRPO | Reasoning LLMs from Scratch