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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⢠Advanced Markov Decision Processes (MDPs)
⢠Temporal Difference (TD) Learning and Q-Learning
⢠Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
⢠Monte Carlo Tree Search (MCTS) and AlphaGo
⢠Policy Gradients and REINFORCE
⢠Actor-Critic Methods and A3C
⢠Multi-Agent Reinforcement Learning
⢠Exploration vs Exploitation Trade-offs
⢠Transfer Learning and Meta-Learning in RL
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