From Anticipation To Curiosity
Jürgen Schmidhuber modifies error back propagation algorithm to change neural network weights in order to decrease the mismatch between anticipated states and states actually experienced in the future (Schmidhuber - Adaptive curiosity and adaptive confidence, 1991). He introduces the concept of curiosity for agents as a measure of the mismatch between expectations and future experienced reality. Agents able to monitor and control their own curiosity explore situations where they expect to engage with novel experiences and are generally able to deal with complex environments more than the others.
Read more about this topic: Anticipation (artificial Intelligence)
Famous quotes containing the words anticipation and/or curiosity:
“Conscience is, in most men, an anticipation of the opinions of others.”
—Sir Henry Taylor (1800–1886)
“Among the interesting thing in camp are the boys. You recollect the boy in Captain McIlrath’s company; we have another like unto him in Captain Woodward’s. He ran away from Norwalk to Camp Dennison; went into the Fifth, then into the Guthries, and as we passed their camp, he was pleased with us, and now is “a boy of the Twenty-third.” He drills, plays officer, soldier, or errand boy, and is a curiosity in camp.”
—Rutherford Birchard Hayes (1822–1893)