Concurrent Metareasoning
نویسندگان
چکیده
منابع مشابه
Intention Reconsideration as Metareasoning
The commonplace observation that agents—human and artificial alike—are subject to resource bounds makes salient the possibility that an agent might have the capability to control its own reasoning and decision making abilities, to tune itself so that it has a better chance of spending time thinking about the right things at the right times. The general study of metareasoning aims to understand ...
متن کاملMetareasoning: A Manifesto
The 21st century is experiencing a renewed interest in an old idea within artificial intelligence that goes to the heart of what it means to be both human and intelligent. This idea is that much can be gained by thinking about one's own thinking. Traditionally within cognitive science and artificial intelligence, thinking or reasoning has been cast as a decision cycle within an actionperception...
متن کاملMetareasoning and Bounded Rationality
What role does metareasoning play in models of bounded rationality? We examine the various existing computational approaches to bounded rationality and divide them into three classes. Only one of these classes significantly relies on a metareasoning component. We explore the characteristics of this class of models and argue that it offers desirable properties. In fact, many of the effective app...
متن کاملMetareasoning in Symbolic Domains
Many AI problems, such as planning, grammar learning, program induction, and theory discovery, require searching in symbolic domains. Most models perform this search by evaluating a sequence of candidate solutions, generated in order by some heuristic. Human reasoning, though, is not limited to sequential trial and error. In particular, humans are able to reason about what the solution to a par...
متن کاملMetareasoning, Monitoring and Self-Explanation
This paper seeks to extend notions of monitoring in metareasoning to include symbolic and linguistic expressions of self for purposes of communication and learning. The essay is intended to present a synthesis in plain language that challenges the agent community interested in metareasoning to consider what it means for a system to understand itself in any meaningful way. The basic claim is tha...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The Journal of Supercomputing
سال: 2006
ISSN: 0920-8542,1573-0484
DOI: 10.1007/s11227-006-0927-x