Global Certificate in Reinforcement Learning Mastery: Actionable Knowledge
-- ViewingNowThe Global Certificate in Reinforcement Learning Mastery is a comprehensive course that provides learners with actionable knowledge in Reinforcement Learning (RL), a subfield of Artificial Intelligence (AI). This course focuses on the practical application of RL concepts, enabling learners to design and implement RL algorithms to solve complex problems.
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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 Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning (MARL)
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