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AAAI
1994
15 years 1 months ago
Evolving Neural Networks to Focus Minimax Search
Neural networks were evolved through genetic algorithms to focus minimax search in the game of Othello. At each level of the search tree, the focus networks decide which moves are...
David E. Moriarty, Risto Miikkulainen
ATAL
2010
Springer
15 years 28 days ago
Linear options
Learning, planning, and representing knowledge in large state t multiple levels of temporal abstraction are key, long-standing challenges for building flexible autonomous agents. ...
Jonathan Sorg, Satinder P. Singh
DAC
2009
ACM
16 years 25 days ago
Thermal-aware data flow analysis
This paper suggests that the thermal state of a processor can be approximated using data flow analysis. The results of this analysis can be used to evaluate the efficacy of therma...
David Atienza, José Luis Ayala, Philip Bris...
ICTAI
1994
IEEE
15 years 4 months ago
A Distributed Scheduling Framework
A distributed problem solving approach to job shop scheduling is described in this paper. The approach views the system as an Organisation. Agents are assigned di erent roles and ...
Carla P. Gomes, Austin Tate, Lyn Thomas
CORR
2010
Springer
171views Education» more  CORR 2010»
14 years 6 months ago
Online Learning in Opportunistic Spectrum Access: A Restless Bandit Approach
We consider an opportunistic spectrum access (OSA) problem where the time-varying condition of each channel (e.g., as a result of random fading or certain primary users' activ...
Cem Tekin, Mingyan Liu