Certificate Deep Reinforcement Learning for Robotics
-- ViewingNowThe Certificate Deep Reinforcement Learning for Robotics is a comprehensive course that focuses on the application of deep reinforcement learning techniques in robotics. This course is essential for professionals seeking to enhance their skills in this cutting-edge field.
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โข Introduction to Deep Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and Deep Q Networks (DQNs)
โข Policy Gradients and Policy-based Methods
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Reinforcement Learning for Robotics Applications
โข Simulation Environments for Robotics: Gazebo, MuJoCo, and PyBullet
โข Implementing Deep Reinforcement Learning Algorithms for Robotic Manipulation Tasks
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