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MSS
2010
IEEE
148views Hardware» more  MSS 2010»
14 years 11 months ago
On comparison of non-Bayesian experts
An expert, trying to assess the true distribution over the states of nature, is associated with a preference relation over utility bundles. He prefers f to g if he believes that, a...
Roee Teper
96
Voted
GECCO
2004
Springer
101views Optimization» more  GECCO 2004»
15 years 6 months ago
Trap Avoidance in Strategic Computer Game Playing with Case Injected Genetic Algorithms
Abstract. We use case injected genetic algorithms to learn to competently play computer strategy games. Such games are characterized by player decision in anticipation of opponent ...
Chris Miles, Sushil J. Louis, Rich Drewes
81
Voted
NIPS
1997
15 years 1 months ago
Reinforcement Learning with Hierarchies of Machines
We present a new approach to reinforcement learning in which the policies considered by the learning process are constrained by hierarchies of partially specified machines. This ...
Ronald Parr, Stuart J. Russell
ATAL
2005
Springer
15 years 6 months ago
Comparative analysis of top-down and bottom-up methodologies for multi-agent system design
Traditionally, top-down and bottom-up design approaches have competed with each other in Algorithmics and Software Engineering. In the top-down approach, design process starts wit...
Valentino Crespi, Aram Galstyan, Kristina Lerman
AROBOTS
2008
84views more  AROBOTS 2008»
15 years 22 days ago
Top-down vs bottom-up methodologies in multi-agent system design
Traditionally, two alternative design design approaches have been available to engineers: top-down and bottom-up. In the top-down approach, the design process starts with specifyin...
Valentino Crespi, Aram Galstyan, Kristina Lerman