Advanced Certificate in Reinforcement Learning Concepts: Frontiers
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Concepts: Frontiers is a comprehensive course designed to empower learners with the essential skills required 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 diverse 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 (MARL)
โข Reinforcement Learning in Continuous Spaces
โข Exploration vs Exploitation Trade-offs
โข Transfer Learning and Meta-Learning in RL
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