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[16] Aaron Courville - A Latent Cause Theory of Classical Conditioning

The Thesis Review

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Beyond Pavlov: The Depths of Classical Conditioning

This chapter examines the intricate nature of classical conditioning, moving past basic frameworks to explore advanced concepts such as second-order conditioning and latent cause theory. It emphasizes how animals utilize predictive modeling to interpret their environments, suggesting a shift from viewing reinforcement as the central learning mechanism. Through discussions of cognitive frameworks and Bayesian reasoning, the chapter highlights the complexities of behavioral learning and its implications for fields like machine learning.

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