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+ | ====PROJECT DESCRIPTION==== | ||
The evaluation of intelligent systems is a complex task, due to (among other things) the fact that they adapt and change over time, and operate in environments that do the same. When a system has *general* intelligence the task gets even harder. What is needed is a better theoretical basis for both learning/ | The evaluation of intelligent systems is a complex task, due to (among other things) the fact that they adapt and change over time, and operate in environments that do the same. When a system has *general* intelligence the task gets even harder. What is needed is a better theoretical basis for both learning/ | ||
Task Theory focuses on the latter - hopfully easier - part of the challenge: creating a mathematical framework around task-environments, | Task Theory focuses on the latter - hopfully easier - part of the challenge: creating a mathematical framework around task-environments, | ||
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* A New AI Evaluation Cosmos: Ready to Play the Game? by J. Hernandez-Orallo et al. | * A New AI Evaluation Cosmos: Ready to Play the Game? by J. Hernandez-Orallo et al. | ||
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* Evaluation of General-Purpose Artificial Intelligence: | * Evaluation of General-Purpose Artificial Intelligence: | ||
- | - This paper provides a good overview of our approach to what we call Task Theory - an attempt at creating a more detailed framework that is not only practical but takes some steps in the direction of a theory of physical work. | + | |
* Towards Flexible Task-Environments For Comprehensive Evaluation of Artificial Intelligent Systems & Automatic Leaners by K. R. Thórisson et al. | * Towards Flexible Task-Environments For Comprehensive Evaluation of Artificial Intelligent Systems & Automatic Leaners by K. R. Thórisson et al. | ||
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* Why Artificial Intelligence Needs a Task Theory — And What It Might Look Like by K. R. Thórisson et al. | * Why Artificial Intelligence Needs a Task Theory — And What It Might Look Like by K. R. Thórisson et al. | ||
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* FraMoTEC: Modular Task-Environment Construction Framework for Evaluating Adaptive Control Systems by Thorarensen et al. | * FraMoTEC: Modular Task-Environment Construction Framework for Evaluating Adaptive Control Systems by Thorarensen et al. | ||
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Papers that might give us some more ideas for how to think about this: | Papers that might give us some more ideas for how to think about this: | ||
- | * Theory of Hybrid Automata by T. A. Henzinger. HYBRID SYSTEMS: GENERALIZED SOLUTIONS AND ROBUST STABILITY by R. Goebel et al. | + | * Theory of Hybrid Automata by T. A. Henzinger. |
+ | * http:// | ||
+ | * HYBRID SYSTEMS: GENERALIZED SOLUTIONS AND ROBUST STABILITY by R. Goebel et al. | ||
+ | * http:// |
/var/www/cadia.ru.is/wiki/data/attic/public/tasktheorymain.1554470371.txt.gz · Last modified: 2024/04/29 13:33 (external edit)