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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⢠Introduction to Reinforcement Learning & Artificial Intelligence &br; ⢠Markov Decision Processes & Dynamic Programming &br; ⢠Temporal Difference Learning & SARSA & Q-Learning &br; ⢠Deep Reinforcement Learning & DQN & Double DQN & DDPG &br; ⢠Policy Gradients & REINFORCE & Actor-Critic Methods &br> ⢠Multi-Agent Reinforcement Learning & Cooperation & Competition &br; ⢠Monte Carlo Tree Search & AlphaGo & AlphaZero &br> ⢠Transfer Learning & Fine-tuning in Reinforcement Learning &br> ⢠Exploration vs Exploitation Trade-offs & Upper Confidence Bound & Thompson Sampling &br> ⢠Recent Advances & Challenges in Reinforcement Learning &br>
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