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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⢠Unit 1: Introduction to Robotics Reinforcement Learning
⢠Unit 2: Markov Decision Processes (MDPs)
⢠Unit 3: Temporal Difference (TD) Learning
⢠Unit 4: Q-Learning and State-Action Rewards
⢠Unit 5: Deep Q Networks (DQNs)
⢠Unit 6: Policy Gradients and REINFORCE
⢠Unit 7: Actor-Critic Methods
⢠Unit 8: Deep Deterministic Policy Gradients (DDPG)
⢠Unit 9: Proximal Policy Optimization (PPO)
⢠Unit 10: Advanced Topics in Robotics Reinforcement Learning
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