Masterclass Certificate in Robotics Reinforcement: Data-Driven Insights
-- ViewingNowThe Masterclass Certificate in Robotics Reinforcement: Data-Driven Insights is a comprehensive course that equips learners with essential skills in robotics and data analysis. This program is crucial in today's industry, where robotics and AI are disrupting traditional business models and creating new career opportunities.
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โข Unit 1: Introduction to Robotics Reinforcement Learning
โข Unit 2: Markov Decision Processes (MDPs)
โข Unit 3: Temporal Difference (TD) Learning
โข Unit 4: Q-Learning and State-Action Rewards
โข Unit 5: Deep Q Networks (DQNs)
โข Unit 6: Policy Gradients and REINFORCE
โข Unit 7: Actor-Critic Methods
โข Unit 8: Deep Deterministic Policy Gradients (DDPG)
โข Unit 9: Proximal Policy Optimization (PPO)
โข Unit 10: Advanced Topics in Robotics Reinforcement Learning
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