Advanced Certificate in Reinforcement Learning Strategies: Actionable Knowledge
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Strategies is a cutting-edge certificate course that provides learners with actionable knowledge in reinforcement learning strategies. This course is increasingly important as businesses seek to leverage AI and machine learning to drive innovation and gain a competitive edge.
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โข Advanced Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning Algorithms
โข Q-Learning and Deep Q-Networks (DQNs)
โข Policy Gradients and Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradients (DDPG)
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Multi-Agent Reinforcement Learning (MARL)
โข Reinforcement Learning Applications in Industry
โข Evaluation Metrics and Experiment Design in RL
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