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This lecture explores the importance of intrinsic motivation in video game-playing agents, the ontogeny and phylogeny of embodied AI agents, and biologically plausible mechanisms of information demand. The speakers discuss novelty, surprise, exploration, and adaptation in human sequential decision-making, as well as curiosity and the rational use of limited resources.