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AAAI
2006
15 years 8 months ago
Thresholding for Making Classifiers Cost-sensitive
In this paper we propose a very simple, yet general and effective method to make any cost-insensitive classifiers (that can produce probability estimates) cost-sensitive. The meth...
Victor S. Sheng, Charles X. Ling
CORR
2007
Springer
73views Education» more  CORR 2007»
15 years 6 months ago
Universal Reinforcement Learning
—We consider an agent interacting with an unmodeled environment. At each time, the agent makes an observation, takes an action, and incurs a cost. Its actions can influence futu...
Vivek F. Farias, Ciamac Cyrus Moallemi, Tsachy Wei...
IEEEICCI
2009
IEEE
16 years 1 months ago
The Embodied Communication Prior: A characterization of general intelligence in the context of Embodied social interaction
We outline a general conceptual definition of real-world general intelligence that avoids the twin pitfalls of excessive mathematical generality, and excessive anthropomorphism.. ...
Ben Goertzel
177
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SERA
2009
Springer
16 years 1 months ago
An Agent-Based Web Services Market
Agent Based Web Services Market (AWSM) is a framework for agents to present and sell their capabilities as web services. Agents take certain roles and cooperate to constitute agent...
Ali Durmus, Nadia Erdogan
ATAL
2003
Springer
15 years 12 months ago
A principled study of the design tradeoffs for autonomous trading agents
In this paper we present a methodology for deciding the bidding strategy of agents participating in a significant number of simultaneous auctions, when finding an analytical sol...
Ioannis A. Vetsikas, Bart Selman