Global Certificate in Reinforcement Learning Insights: Frontiers
-- ViewingNowThe Global Certificate in Reinforcement Learning Insights: Frontiers is a comprehensive course that provides learners with essential skills in reinforcement learning (RL), a critical area of artificial intelligence. This course covers advanced topics, including deep RL, multi-agent RL, and practical applications.
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โข Introduction to Reinforcement Learning à la Frontiers
โข Markov Decision Processes & Reinforcement Learning Basics
โข Temporal Difference Learning & Q-Learning
โข Deep Reinforcement Learning: From DQN to DDPG
โข Policy Gradients & Actor-Critic Methods
โข Exploration vs Exploitation Trade-offs & Upper Confidence Bounds
โข Monte Carlo Tree Search & AlphaGo's Triumph
โข Multi-Agent Reinforcement Learning & Swarm Intelligence
โข Reinforcement Learning Applications: From Robotics to AlphaStar
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