What are the challenges of optimistic control in AI systems?
An example of an AI chatbot conversation about challenges in optimistic control for AI systems.
What are the challenges of optimistic control in AI systems?
Optimistic control aims to maximize performance by assuming the best outcomes, but it faces several challenges.
Can you elaborate on those challenges?
Sure! Key challenges include overestimation of outcomes, lack of robustness, and difficulty in handling uncertainties.
How does overestimation affect decision-making?
Overestimation can lead to poor decision-making, as it may cause the system to take risks that result in negative outcomes.
Are there any strategies to mitigate these challenges?
Yes, strategies include incorporating uncertainty models, using conservative estimates, and continuous learning from outcomes.
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