Advanced Certificate in Reinforcement Learning Strategies: Results-Oriented
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Strategies is a results-oriented certificate course that focuses on the latest advancements in AI and machine learning. This program is essential for professionals seeking to enhance their understanding of reinforcement learning and its practical applications in driving business results.
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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 Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning (MARL)
โข Reinforcement Learning in Continuous Spaces
โข Exploration vs Exploitation Strategies
โข Function Approximation for Reinforcement Learning
โข Transfer Learning and Meta-Learning in RL
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