Professional Certificate in Vehicle Reinforcement Learning: Reinforcement Learning Mastery
-- ViewingNowThe Professional Certificate in Vehicle Reinforcement Learning: Reinforcement Learning Mastery is a comprehensive course designed to equip learners with essential skills in reinforcement learning, a core part of AI and autonomous vehicles. This program covers advanced topics like Deep Q-Networks, Policy Gradients, and Model-based RL, addressing industry demand for experts who can develop and optimize reinforcement learning systems.
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โข Unit 1: Introduction to Vehicle Reinforcement Learning
โข Unit 2: Reinforcement Learning Fundamentals
โข Unit 3: Q-Learning and State-Action Reward
โข Unit 4: Deep Q Network (DQN)
โข Unit 5: Policy Gradients and Actor-Critic Methods
โข Unit 6: Deep Deterministic Policy Gradient (DDPG)
โข Unit 7: Proximal Policy Optimization (PPO)
โข Unit 8: Multi-Agent Reinforcement Learning
โข Unit 9: Advanced Topics in Vehicle Reinforcement Learning
โข Unit 10: Applying Reinforcement Learning in Autonomous Vehicles
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