Certificate in Advanced Reinforcement Learning Concepts
-- ViewingNowThe Certificate in Advanced Reinforcement Learning Concepts is a comprehensive course designed to equip learners with the essential skills needed to excel in the rapidly evolving field of reinforcement learning. This certificate course focuses on the importance of reinforcement learning, a critical area of artificial intelligence, and its applications in various industries.
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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
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Reinforcement Learning for Continuous Control
โข Transfer Learning and Meta-Learning in RL
โข Exploration vs Exploitation Trade-offs in RL
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