Professional Certificate in Reinforcement Learning Strategy Development
-- ViewingNowThe Professional Certificate in Reinforcement Learning Strategy Development is a course designed to meet the growing industry demand for experts in reinforcement learning. This cutting-edge technology is revolutionizing industries, from gaming and robotics to healthcare and finance.
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โข Introduction to Reinforcement Learning – concepts, history, and applications
โข Markov Decision Processes – theory, properties, and algorithms
โข Temporal Difference Learning – Q-learning, SARSA, and variants
โข Policy Gradients – REINFORCE, actor-critic methods, and trust region methods
โข Deep Reinforcement Learning – DQN, DDPG, TRPO, and PPO
โข Exploration vs Exploitation – strategies, trade-offs, and techniques
โข Transfer Learning & Multi-task Reinforcement Learning
โข Reinforcement Learning in Real-World Systems – robotics, finance, and gaming
โข Evaluation & Interpretation of Reinforcement Learning Models – metrics, visualization, and debugging
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