Executive Development Programme in Reinforcement Learning Approaches: Smart
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Approaches is a cutting-edge smart certificate course designed to equip learners with essential skills in artificial intelligence (AI). This programme emphasizes the importance of reinforcement learning, a powerful AI technique that enables machines to learn and make intelligent decisions through trial and error.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-State-Transition (SARSA)
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation in RL
โข Reinforcement Learning Applications: Gaming, Robotics, Finance, and Recommender Systems
โข Reinforcement Learning Tools and Libraries: TensorFlow, PyTorch, and OpenAI Gym
โข Ethical Considerations in Reinforcement Learning
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