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» Counting Stable Strategies in Random Evolutionary Games
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ECML
2004
Springer
13 years 11 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»
11 years 8 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
13 years 3 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
13 years 11 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»
13 years 5 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