• Corpus ID: 1454952

Towards a Computational Theory of Epistemic Creativity

@inproceedings{Wiedermann2015TowardsAC,
  title={Towards a Computational Theory of Epistemic Creativity},
  author={Jir{\'i} Wiedermann and Jan van Leeuwen},
  year={2015}
}
We investigate the computational process of creativity from the viewpoint of our recent thesis stating that computation is a process of knowledge generation. Rather than considering the creativity process in its full generality, we restrict ourselves to so-called epistemic creativity which deals with the processes that create knowledge. Within this domain we mainly concentrate on elementary acts of creativity — viz. drawing analogies. In order to do so using the epistemic framework, we define… 

The Philosophy of Computation

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References

SHOWING 1-10 OF 18 REFERENCES

The creativity mechanisms in embodied agents: An explanatory model

  • J. Wiedermann
  • Philosophy
    2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI)
  • 2013
TLDR
It is shown that the existing model of an embodied cognitive agent designed recently by the author can serve as an explanatory model elucidating the mechanisms of creativity.

What is Computation: An Epistemic Approach

TLDR
This work presents an alternative view of computation, viz. that of a knowledge generating process, which enables one to see the existing development of computers and information technologies in a completely new perspective and permits the extrapolation of the future of computing towards knowledge generation and accumulation.

Computation as knowledge generation, with application to the observer-relativity problem

TLDR
The recent thesis stating that computation is a process of knowledge generation is elaborate, giving two conditions for a process to be computational, i.e. to be a knowledge generating process, and the definition of computation is observerrelative.

Knowledge, Representation, and the Dynamics of Computation

TLDR
This work argues that there is a purely knowledge-based theory of computation that explains the key phenomena which are deemed to be computational in both living and artificial systems as understood today and can be done by means of techniques inspired by the modelling of dynamical systems.

A Cognitive Computation Fallacy? Cognition, Computations and Panpsychism

TLDR
A group of philosophical arguments that suggest either unequivocal optimism in computationalism is misplaced—computation is neither necessary nor sufficient for cognition—or panpsychism (the belief that the physical universe is fundamentally composed of elements each of which is conscious) is true are reviewed.

Metaphors We Live by

People use metaphors every time they speak. Some of those metaphors are literary - devices for making thoughts more vivid or entertaining. But most are much more basic than that - they're "metaphors

Probably Approximately Correct: Nature's Algorithms for Learning and Prospering in a Complex World

TLDR
Offering a powerful and elegant model that encompasses lifes complexity, Probably Approximately Correct has profound implications for how the authors think about behavior, cognition, biological evolution, and the possibilities and limits of human and machine intelligence.

Information, Processes and Games

The Act of Creation

While the study of psychology has offered little in the way of explaining the creative process, Koestler examines the idea that we are at our most creative when rational thought is suspended--for

What Might Cognition Be, If Not Computation?

L'A. propose une alternative au modele computationnel du systeme cognitif qui consiste en un systeme dynamique, definissant les processus cognitifs comme une evolution spatio-temporelle a l'interieur