Professional Certificate in Deep Reinforcement Learning Algorithms
-- ViewingNowProfessional Certificate in Deep Reinforcement Learning Algorithms: This certificate course is designed to provide learners with a comprehensive understanding of deep reinforcement learning algorithms and their applications in various industries. The course emphasizes the importance of these algorithms in developing intelligent systems that can learn from data and make decisions autonomously.
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โข Introduction to Deep Reinforcement Learning Algorithms
โข Understanding Reinforcement Learning: Concepts and Terminology
โข Deep Q-Networks (DQN) and Their Applications
โข Policy Gradients and Actor-Critic Methods
โข Deep Deterministic Policy Gradient (DDPG) Algorithms
โข Proximal Policy Optimization (PPO) and Trust Region Policy Optimization (TRPO)
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Deep Reinforcement Learning Applications in Gaming, Robotics, and Autonomous Systems
โข Challenges and Future Directions in Deep Reinforcement Learning Algorithms
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