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ECML
2004
Springer
16 years 5 days 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
GECCO
2004
Springer
118views Optimization» more  GECCO 2004»
16 years 5 days ago
Better Spread and Convergence: Particle Swarm Multiobjective Optimization Using the Maximin Fitness Function
Maximin strategy has its origin in game theory, but it can be adopted for effective multiobjective optimization. This paper proposes a particle swarm multiobjective optimiser, max...
Xiaodong Li
ATAL
2003
Springer
16 years 13 hour ago
Walverine: a Walrasian trading agent
TAC-02 was the third in a series of Trading Agent Competition events fostering research in automating trading strategies by showcasing alternate approaches in an open-invitation m...
Shih-Fen Cheng, Evan Leung, Kevin M. Lochner, Kevi...
HYBRID
1994
Springer
15 years 11 months ago
Symbolic Controller Synthesis for Discrete and Timed Systems
This paper presents algorithms for the symbolic synthesis of discrete and real-time controllers. At the semantic level the controller is synthesized by nding a winning strategy for...
Eugene Asarin, Oded Maler, Amir Pnueli
CONEXT
2007
ACM
15 years 10 months ago
Internet economics: the use of Shapley value for ISP settlement
Within the current Internet, autonomous ISPs implement bilateral agreements, with each ISP establishing agreements that suit its own local objective to maximize its profit. Peerin...
Richard T. B. Ma, Dah-Ming Chiu, John C. S. Lui, V...