KI2 - 11. Reinforcement Learning. Sander van Dijk. Kunstmatige Intelligentie / RuG. What is Learning ?. Percepts received by an agent should be used not only for acting, but also for improving the agent’s ability to behave optimally in the future to achieve its goal.
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Sander van Dijk
Kunstmatige Intelligentie / RuG
Learn through experience from trial and error
E [r(t) + r(t + 1)+ 2r(t + 2)+ …]
from any starting state in S
<<state, action>, reward>