Executive Development Programme in Reinforcement Learning Mastery Techniques
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Mastery Techniques is a certificate course designed to empower professionals with the essential skills needed to excel in the rapidly evolving field of artificial intelligence. This program highlights the importance of reinforcement learning, a powerful technique for training machines and agents to make optimal decisions through interactions with their environment.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning Algorithm and Variants
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning (MARL)
โข Exploration vs Exploitation Trade-offs
โข Advanced Topics: Transfer Learning, Inverse RL, Hierarchical RL
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