Masterclass Certificate in Reinforcement Learning Techniques for Success
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Techniques for Success is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This advanced machine learning technique focuses on training agents to make a series of decisions based on reward feedback.
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โข Introduction to Reinforcement Learning Techniques
โข Understanding the Markov Decision Process (MDP)
โข Q-Learning and State-Action-Reward-State-Action (SARSA) Methods
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, and PPO
โข Reinforcement Learning Applications in Gaming and Robotics
โข Monte Carlo Tree Search and AlphaGo
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Strategies
โข Reinforcement Learning Evaluation Metrics and Methods
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