Chapter 1. Introduction in Creating Brain-like intelligence, Sendhoff et al. Course: Robots Learning from Humans Bae, Eun-bit Otology Laboratory Seoul National University Hospital Interdisciplinary program in Neuroscience Seoul National University

Contents What is Brain-Like Intelligence? Role of the Environment Theoretical neuroscience Information Structure & Dynamics Summary 2

What is Brain-Like Intelligence? Artificial intelligence ▪ Classical AI Searching engines, logical reasoning systems Expert system NOT Natural Environments Computational intelligence ▪ Neural networks Suzuki et al. ▪ Evolutionary computation Elfwing et al. ▪ Fuzzy systems Sporns et al.

What is Brain-Like Intelligence? Pragmatic intelligence = Selected intelligence ▪ is required for The expression of behaviours Available under all circumstances Autonomous control of the body Adapts and Learns

Role of the Environment Information of evolution and development Information - Influencing development - Contributing to learning and adaptation - Learning from a systems perspective

Theoretical neuroscience Information theory Entropy Thermodynamics Structure Dynamics

Summary Brain- like Intelligence The result of interaction between control, body and environment Recent years Brain-like Intelligence Autonomous mental development Cognitive architectures Brain based devices

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