Advanced Certificate in Reinforcement Learning Algorithm Mastery
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Algorithm Mastery is a comprehensive course that focuses on advanced machine learning techniques. Reinforcement Learning (RL) is a significant area of Artificial Intelligence, with growing industry demand for experts who can apply RL algorithms to solve complex problems.
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โข Fundamentals of Reinforcement Learning Algorithms
โข Q-Learning and State-Action Reward Q-function (Q(s,a))
โข Deep Q Networks (DQN) and Deep Reinforcement Learning
โข Policy Gradients and Policy-Based Methods
โข Actor-Critic Methods in Reinforcement Learning
โข Proximal Policy Optimization (PPO) Algorithms
โข Deep Deterministic Policy Gradients (DDPG)
โข Twin Delayed DDPG (TD3) and Soft Actor-Critic (SAC)
โข Monte Carlo Tree Search (MCTS) and AlphaGo
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