Advanced Certificate in Reinforcement Implementation
-- ViewingNowThe Advanced Certificate in Reinforcement Implementation is a comprehensive course designed to equip learners with the essential skills required in the rapidly evolving field of reinforcement learning. This certificate program focuses on the practical implementation of reinforcement learning algorithms, addressing the growing industry demand for professionals with hands-on experience in this area.
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โข Advanced Reinforcement Learning Concepts
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and State-Action Reward Q-Function (Q(s,a))
โข Deep Q Networks (DQNs) and Function Approximation
โข Policy Gradients and REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradients (DDPG)
โข Multi-Agent Reinforcement Learning (MARL)
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