Professional Certificate in Reinforcement Learning Essentials: Smart Systems
-- ViewingNowThe Professional Certificate in Reinforcement Learning Essentials: Smart Systems course is a comprehensive program designed to equip learners with essential skills in reinforcement learning. This field is crucial for developing smart systems that can make autonomous decisions based on reward feedback mechanisms.
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⢠Introduction to Reinforcement Learning
⢠Markov Decision Processes (MDPs)
⢠Q-Learning and State-Action Reward Q-tables
⢠Deep Q Networks (DQNs)
⢠Policy Gradients and REINFORCE
⢠Actor-Critic Methods
⢠Proximal Policy Optimization (PPO)
⢠Deep Deterministic Policy Gradients (DDPG)
⢠Multi-Agent Reinforcement Learning
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