CORDIS Project
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This project investigates how the brain learns by proposing a new theory involving multiple dopamine-based learning systems operating in parallel. These systems allow for flexible learning of complex tasks by evaluating various features of the environment and internal states, potentially leading to advancements in brai…
The brain’s ability to learn is arguably its most exceptional capacity.
Learning in biological brains far surpasses machine learning and requires much less training.
How does the brain accomplish this?
Why is biological learning still better than the most advanced machine learning algorithms to date?
According to the standard model of reward-based learning in the brain, a single error signal is broadcast from the dopamine system and used to update the entire network, implementing a simple form o…
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