How Reinforcement Learning Changed AI Forever — From Games to ChatGPT скачать в хорошем качестве

How Reinforcement Learning Changed AI Forever — From Games to ChatGPT

Discover how Reinforcement Learning revolutionized artificial intelligence! In this comprehensive video, we explore the journey of RL from beating Atari games to defeating world champions at Go, and ultimately powering modern AI assistants like ChatGPT through RLHF. 📚 What You'll Learn: • The RL framework: Agent, Environment, State, Action, Reward • How the reward signal enables learning without supervision • Q-Learning and the Bellman equation explained • Deep Q-Networks (DQN) — How AI mastered Atari from pixels • Policy Gradient methods vs. Value-based approaches • Actor-Critic: Combining the best of both worlds • AlphaGo, AlphaGo Zero & AlphaZero — Self-play mastery • Sim-to-Real: Bringing RL to physical robots • RLHF: How ChatGPT learned to be helpful and aligned • Current challenges and exciting frontiers in RL research Whether you're an ML engineer, researcher, or AI enthusiast, this video breaks down the core concepts that made RL one of the most transformative paradigms in modern AI. 🔔 Subscribe for more AI engineering content! #ReinforcementLearning #MachineLearning #AI #DeepLearning #AlphaGo #ChatGPT #RLHF