Episode 26: Reinforcement Learning for Business Success
Manage episode 489516894 series 3625586
We introduce reinforcement learning (RL), a type of machine learning where systems learn through interaction and feedback. Examples across retail, finance, and marketing demonstrate RL's practical applications in areas like personalized recommendations, trading, and ad optimization. We introduce potential downsides and challenges associated with implementing RL, such as bias, cost, and security risks, offering brief mitigation strategies.
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10 episodes