Executive Development Programme in Reinforcement Learning Strategic Decision Making
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Strategic Decision Making is a certificate course that holds immense importance in today's data-driven world. This programme focuses on Reinforcement Learning (RL), a powerful AI technique that enables machines to make optimal decisions through interactions with dynamic, uncertain environments.
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โข Introduction to Reinforcement Learning & Strategic Decision Making
โข Markov Decision Processes (MDPs) & Bellman Equations
โข Q-Learning & Deep Q Networks (DQNs)
โข Policy Gradients & Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS) & AlphaGo
โข Multi-Agent Reinforcement Learning & Game Theory Applications
โข Exploration vs Exploitation Trade-offs in RL
โข Deep Reinforcement Learning for Continuous Spaces
โข Real-World Challenges & Success Stories in RL-based Decision Making
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