Global Certificate in Reinforcement Learning Competitive Advantage
-- ViewingNowThe Global Certificate in Reinforcement Learning (RL) Competitive Advantage course is a comprehensive program designed to equip learners with essential skills in RL, a subfield of artificial intelligence that focuses on training agents to make a sequence of decisions. This course is critical for professionals seeking to stay ahead in the rapidly evolving AI industry, with RL becoming increasingly important in developing data-driven decision-making systems.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-State-Action (SARSA)
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Multi-Agent Reinforcement Learning (MARL)
โข Exploration vs Exploitation in RL
โข Reinforcement Learning Applications: Games, Robotics, NLP, Recommender Systems
โข Ethical Considerations and Bias in RL
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