Advanced Certificate in Reinforcement Learning Essentials: Impactful Insights
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Essentials: Impactful Insights certificate course is a comprehensive program that focuses on the key concepts and applications of reinforcement learning. This course is essential for professionals looking to advance their careers in data science, machine learning, and artificial intelligence.
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โข Advanced Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning and Q-Learning
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods and A3C
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Trade-offs
โข Transfer Learning and Meta-Learning in RL
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