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» Counting Stable Strategies in Random Evolutionary Games
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ECML
2004
Springer
15 years 3 months ago
Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
Pieter Jan't Hoen, Karl Tuyls
TEC
2012
197views Formal Methods» more  TEC 2012»
12 years 12 months ago
Improving Generalization Performance in Co-Evolutionary Learning
Recently, the generalization framework in co-evolutionary learning has been theoretically formulated and demonstrated in the context of game-playing. Generalization performance of...
Siang Yew Chong, Peter Tino, Day Chyi Ku, Xin Yao
ICCV
2009
IEEE
14 years 7 months ago
Matching as a non-cooperative game
With this paper we offer a game-theoretic perspective for the all-pervasive matching problem in computer vision. Specifically, we formulate the matching problem as a (population) ...
Andrea Albarelli, Samuel Rota Bulò, Andrea ...
INFOCOM
2005
IEEE
15 years 3 months ago
Designing incentives for peer-to-peer routing
Abstract— In a peer-to-peer network, nodes are typically required to route packets for each other. This leads to a problem of “free-loaders,” nodes that use the network but r...
Alberto Blanc, Yi-Kai Liu, Amin Vahdat
IJCIA
2002
137views more  IJCIA 2002»
14 years 9 months ago
Co-Evolution in Social Interactions
An interesting problem which has been widely investigated is under what circumstances will a society of rational agents realize some particular stable situations, and whether they ...
Hiroshi Sato, Akira Namatame