Professional Certificate in Reinforcement Learning: Artificial Intelligence Expert Panel Discussions
-- ViewingNowThe Professional Certificate in Reinforcement Learning: Artificial Intelligence Expert Panel Discussions is a course that emphasizes the importance of reinforcement learning in Artificial Intelligence (AI). This certificate course is designed to meet the growing industry demand for AI skills, as reinforcement learning is a key area of focus in AI research and development.
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โข Introduction to Reinforcement Learning & Artificial Intelligence &br; โข Markov Decision Processes & Dynamic Programming &br; โข Temporal Difference Learning & SARSA & Q-Learning &br; โข Deep Reinforcement Learning & DQN & Double DQN & DDPG &br; โข Policy Gradients & REINFORCE & Actor-Critic Methods &br> โข Multi-Agent Reinforcement Learning & Cooperation & Competition &br; โข Monte Carlo Tree Search & AlphaGo & AlphaZero &br> โข Transfer Learning & Fine-tuning in Reinforcement Learning &br> โข Exploration vs Exploitation Trade-offs & Upper Confidence Bound & Thompson Sampling &br> โข Recent Advances & Challenges in Reinforcement Learning &br>
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