Reinforcement Learning
Training AI agents to make sequential decisions by rewarding desired behaviors and penalizing undesired ones.
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Why It Matters
Reinforcement learning powers breakthroughs from robotics to game AI to autonomous systems; engineers who understand reward design and policy optimization are at the frontier of AI capability.
How to Get Started
Study Sutton & Barto's "Reinforcement Learning: An Introduction" and complete DeepMind's RL course on Coursera, then implement a basic RL agent using OpenAI Gymnasium.
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