Global Certificate in Reinforcement Learning for Industry Growth
-- ViewingNowThe Global Certificate in Reinforcement Learning for Industry Growth is a comprehensive course designed to meet the surging industry demand for experts in this field. Reinforcement Learning (RL) is a specialized area of Artificial Intelligence (AI) that equips machines with the ability to learn and make decisions optimally, even in complex, uncertain environments.
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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 Monte Carlo Tree Search (MCTS) and AlphaGo
โข Reinforcement Learning Applications: Gaming, Robotics, Finance, Recommender Systems
โข Multi-Agent Reinforcement Learning (MARL)
โข Safe and Efficient Reinforcement Learning
โข Exploration vs Exploitation in Reinforcement Learning
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