Certificate in Reinforcement Learning Best Practices
-- ViewingNowThe Certificate in Reinforcement Learning Best Practices is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL), a subfield of artificial intelligence that focuses on training agents to make sequential decisions. This course is crucial for professionals seeking to stay updated with cutting-edge AI techniques and technologies.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-learning and State-Action Reward Tables
โข Deep Q Networks (DQNs) and Neural Fitted Q
โข Policy Gradients and REINFORCE Method
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Exploration vs Exploitation Strategies
โข Monitoring and Evaluating Reinforcement Learning Models
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