Advanced Certificate in Reinforcement Learning AI-Powered Techniques
-- ViewingNowThe Advanced Certificate in Reinforcement Learning AI-Powered Techniques is a comprehensive course designed to equip learners with essential skills in reinforcement learning, a subfield of artificial intelligence. This certification focuses on AI-powered techniques that enable agents to learn from their interactions with the environment and make intelligent decisions.
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โข Advanced Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and Deep Q-Networks (DQNs)
โข Policy Gradients and Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradients (DDPG)
โข Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Reinforcement Learning in Continuous Spaces
โข Multi-Agent Reinforcement Learning
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