By Max Lungarella, Fumiya Iida, Josh Bongard, Rolf Pfeifer
This Festschrift quantity, released in party of the fiftieth Anniversary of man-made Intelligence, comprises 34 refereed papers written by means of best researchers within the box of synthetic Intelligence. The papers have been rigorously chosen from the invited lectures given on the fiftieth Anniversary Summit of AI, held on the Centro Stefano Franscini, Monte Verit`, Ascona, Switzerland, July 9-14, 2006.
The summit supplied a venue for discussions on ancient, company, political and academic views of AI; clinical alternate at the cutting-edge; speculations in regards to the destiny; contributions through researchers from varied yet comparable parts; shows of the newest learn through most sensible scientists within the box; in addition to many casual discussions one of the contributors and viewers. the chosen papers replicate the breadth of the themes provided and mentioned on the summit, overlaying matters starting from the historical past and customers of AI, to speech popularity and processing, linguistics, bionics, and consciousness.
The papers are equipped in topical sections on old and Philosophical concerns; info conception and Quantification; Morphology and Dynamics; Ne
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Extra info for 50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence
Interestingly they don’t. Are Cars Alive? For example, AL researchers often offer definitions of life such as: it must reproduce, evolve, etc. Cars are alive, too, according to most of these definitions. For example, cars evolve and multiply. They need complex environments with car factories to do so, but living animals also need complex environments full of chemicals and other animals to reproduce — the DNA information by itself does not suffice. There is no obvious fundamental difference between an organism whose self-replication information is stored in its DNA, and a car whose self-replication information is stored in a car builder’s manual in the glove compartment.
There have already been some initial, very firm results. Groups of robots have been shown capable of self-organising a communication system with natural language like properties, including grammatical structure (Steels, 2003). These multi-agent experiments integrate insights from neural networks and embodied AI to achieve the grounding of language in sensori-motor interaction, but they also rely on sophisticated symbolic processing techniques that were developed in AI in the 60s and 70s. The current evolution of the web towards social tagging and collective knowledge development makes this research even more relevant and tangible, because when we collect data from collective human semiotic behavior that arises in these collective systems we see the same sort of semiotic dynamics as in artificial systems.
Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural nets. In: ICML 2006. : Long short-term memory. : Adaptation in Natural and Artificial Systems. : Universal Artificial Intelligence: Sequential Decisions based on Algorithmic Probability. Springer, Berlin (2004) (On J. : Self-Organization and Associative Memory, 2nd edn. : Grundbegriffe der Wahrscheinlichkeitsrechnung. : Three approaches to the quantitative definition of information. : Universal sequential search problems.
50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence by Max Lungarella, Fumiya Iida, Josh Bongard, Rolf Pfeifer