Certificate in Reinforcement Learning Techniques: Data-Driven
-- ViewingNowThe Certificate in Reinforcement Learning Techniques: Data-Driven course is a comprehensive program designed to equip learners with essential skills in reinforcement learning, a subfield of artificial intelligence. This course emphasizes the importance of data-driven decision-making, empowering learners to build intelligent systems that can adapt to new situations and improve over time.
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โข Introduction to Reinforcement Learning Techniques
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Learning
โข Deep Reinforcement Learning: DQN, DDPG, TRPO & PPO
โข Reinforcement Learning Applications in Gaming and Robotics
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search and AlphaGo
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation in Reinforcement Learning
โข Evaluation and Comparison of Reinforcement Learning Algorithms
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