منابع مشابه
Discovering Musical Patterns through Perceptive Heuristics
This paper defends the view that the intricate difficulties challenging the emerging domain of Musical Pattern Discovery, which is dedicated to the automation of motivic analysis, will be overcome only through a thorough taking into account of the specificity of music as a perceptive object. Actual musical patterns, although constantly transformed, are nevertheless perceived by the listener as ...
متن کاملDiscovering simple heuristics from mental simulation
In the history of cognitive science, there have been two competing philosophies regarding how people reason about the world. In one, people rely on rich, generative models to make predictions about a wide range of scenarios; while in the other, people have a large “bag of tricks”, idiosyncratic heuristics that tend to work well in practice. In this paper, we suggest that rather than being in op...
متن کاملDiscovering Beneficial Cooperative Structures for the Automated Construction of Heuristics
The current research trends on hyper-heuristics design have sprung up in two different flavours: heuristics that choose heuristics and heuristics that generate heuristics. In the latter, the goal is to develop a problem-domain independent strategy to automatically generate a good performing heuristic for specific problems, that is, the input to the algorithm are problems and the output are prob...
متن کاملDiscovering Admissible Heuristics by Abstracting and Optimizing: A Transformational Approach
We present an implemented model for discovering a class of state-space search heuristics. First, abstractions of a state-space problem are generated by dropping information from the problem definition. An optimal solution path for any such abstracted problem gives a lower bound on the true distance to the goal. This bound can be used as an admissible evaluation function for guiding the base-lev...
متن کاملAn automatic method for discovering rational heuristics for risky choice
What is the optimal way to make a decision given that your time is limited and your cognitive resources are bounded? To answer this question, we formalized the bounded optimal decision process as the solution to a meta-level Markov decision process whose actions are costly computations. We approximated the optimal solution and evaluated its predictions against human choice behavior in the Mouse...
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: Impact
سال: 2020
ISSN: 2058-802X,2058-8038
DOI: 10.1080/2058802x.2020.1739866