Global Certificate in Reinforcement Learning Next-Gen Strategies
-- ViewingNowThe Global Certificate in Reinforcement Learning Next-Gen Strategies course is essential for professionals seeking to stay ahead in the rapidly evolving AI landscape. This course focuses on reinforcement learning, a key driver of AI innovation, enabling learners to develop intelligent systems that make decisions and improve outcomes based on experience.
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โข Introduction to Reinforcement Learning à la Next-Gen
โข Markov Decision Processes (MDPs) and Bellman Equations
โข Q-Learning, State-Action-Reward-State-Action (SARSA), and Deep Q-Networks (DQNs)
โข Policy Gradients & Actor-Critic Methods
โข Reinforcement Learning Applications in Gaming, Robotics, and Control Systems
โข Advanced Reinforcement Learning Techniques: Monte Carlo Tree Search & Upper Confidence Bound (UCB)
โข Deep Reinforcement Learning: Deep Deterministic Policy Gradient (DDPG) & Proximal Policy Optimization (PPO)
โข Multi-Agent Reinforcement Learning
โข Reinforcement Learning Evaluation Metrics & Best Practices
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