Advanced Certificate in Reinforcement Learning Frameworks: Actionable Knowledge
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Frameworks: Actionable Knowledge is a comprehensive course that focuses on the practical aspects of reinforcement learning, a subfield of artificial intelligence. This certification equips learners with essential skills to build and implement reinforcement learning frameworks in real-world scenarios, making them highly valuable in today's data-driven industry.
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โข Introduction to Reinforcement Learning Frameworks
โข Q-Learning and State-Action-Reward-Next State (SARSA)
โข Deep Reinforcement Learning with Proximal Policy Optimization (PPO)
โข Reinforcement Learning in Continuous Spaces with Deep Deterministic Policy Gradient (DDPG)
โข Advanced Topics in Reinforcement Learning: Monte Carlo Tree Search (MCTS) and Rainbow
โข Multi-Agent Reinforcement Learning: Independent Learning and Centralized Learning
โข Reinforcement Learning Applications: Robotics and Control, Game Playing, and Recommender Systems
โข Ethical Considerations in Reinforcement Learning
โข Evaluation Metrics for Reinforcement Learning Frameworks
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