Executive Development Programme in Reinforcement Learning Optimization Strategies
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Optimization Strategies is a certificate course designed to empower professionals with the latest techniques in artificial intelligence. This programme focuses on reinforcement learning, a powerful machine learning approach that enables agents to learn from their interactions with the environment and make optimal decisions.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-table (Q-table)
โข Deep Q Networks (DQNs) & Convolutional Neural Networks (CNNs)
โข Policy Gradients & Actor-Critic Methods
โข Proximal Policy Optimization (PPO) & Deep Deterministic Policy Gradient (DDPG)
โข Monte Carlo Tree Search (MCTS) & AlphaGo
โข Reinforcement Learning Applications in Industry
โข Multi-Agent Reinforcement Learning
โข Ethical Considerations in Reinforcement Learning
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