Executive Development Programme in Reinforcement Optimization Techniques
-- ViewingNowThe Executive Development Programme in Reinforcement Optimization Techniques is a certificate course designed to empower professionals with the latest reinforcement learning techniques and optimization algorithms. This program is crucial in today's data-driven world, where businesses strive to make informed decisions based on data analysis and predictive models.
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โข Introduction to Reinforcement Optimization Techniques
โข Understanding Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-State-Transition (SARSA) methods
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, and PPO
โข Multi-Agent Reinforcement Learning
โข Reinforcement Learning Applications in Industry
โข Optimization Algorithms in Reinforcement Learning: Gradient Methods and Evolutionary Strategies
โข Exploration vs Exploitation Strategies in Reinforcement Learning
โข Performance Evaluation Metrics for Reinforcement Learning
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