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CEC
2009
IEEE
15 years 11 months ago
Multi-start JADE with knowledge transfer for numerical optimization
— JADE is a recent variant of Differential Evolution (DE) for numerical optimization, which has been reported to obtain some promising results in experimental study. However, we ...
Fei Peng, Ke Tang, Guoliang Chen, Xin Yao
INFOCOM
2010
IEEE
15 years 3 months ago
Bargaining and Price-of-Anarchy in Repeated Inter-Session Network Coding Games
— Most of the previous work on network coding has assumed that the users are not selfish and always follow the designed coding schemes. However, recent results have shown that s...
Amir Hamed Mohsenian Rad, Jianwei Huang, Vincent W...
SODA
2010
ACM
190views Algorithms» more  SODA 2010»
16 years 2 months ago
One-Counter Markov Decision Processes
We study the computational complexity of some central analysis problems for One-Counter Markov Decision Processes (OC-MDPs), a class of finitely-presented, countable-state MDPs. O...
Tomas Brazdil, Vaclav Brozek, Kousha Etessami, Ant...
GECCO
2009
Springer
124views Optimization» more  GECCO 2009»
15 years 9 months ago
Reinforcement learning for games: failures and successes
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
Wolfgang Konen, Thomas Bartz-Beielstein
STOC
2012
ACM
256views Algorithms» more  STOC 2012»
13 years 7 months ago
Competitive contagion in networks
We develop a game-theoretic framework for the study of competition between firms who have budgets to “seed” the initial adoption of their products by consumers located in a s...
Sanjeev Goyal, Michael Kearns