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Artificial intelligenceSymbols versus connections: 50 years of artificial intelligence

Symbols versus connections: 50 years of artificial intelligence

The Symbolic AI paradigm led to seminal ideas in search, symbolic programming languages, agents, multi-agent systems, the semantic web, and the strengths and limitations of formal knowledge and reasoning systems. Deep reinforcement learning (DRL) brings the power of deep neural networks to bear on the generic task of trial-and-error learning, and its effectiveness has been …