Certificate in Reinforcement Learning Theory: Future-Ready
-- ViewingNowThe Certificate in Reinforcement Learning Theory is a cutting-edge course designed to equip learners with essential skills in reinforcement learning (RL), a key area of artificial intelligence. This course is critical for professionals seeking to stay ahead in the rapidly evolving tech industry, where RL is becoming increasingly important for developing intelligent systems that can make decisions and take actions based on inputs from their environment.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Value Functions
โข Policy Gradients and Policy-Based Methods
โข Deep Reinforcement Learning
โข Exploration vs Exploitation in RL
โข Model-Based vs Model-Free RL
โข Advanced RL Techniques: DDPG, TRPO, PPO
โข Multi-Agent Reinforcement Learning
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