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KESAMSTA
2010
Springer
13 years 7 months ago
Modelling Dynamic Forgetting in Distributed Information Systems
Abstract. We describe and model a new aspect in the design of distributed information systems. We build upon a previously described problem on the microlevel, which asks how quickl...
Nicolas Höning, Martijn C. Schut
ATAL
2007
Springer
13 years 12 months ago
Building coalitions involving agents and humans: reports from agent-based participatory simulations
Agent-based participatory simulations are laboratory experiments designed like agent-based simulations and where humans access the simulation as software agents. This paper descri...
Paul Guyot, Shinichi Honiden
ICGA
2008
208views Optimization» more  ICGA 2008»
13 years 5 months ago
Cross-Entropy for Monte-Carlo Tree Search
Recently, Monte-Carlo Tree Search (MCTS) has become a popular approach for intelligent play in games. Amongst others, it is successfully used in most state-of-the-art Go programs....
Guillaume Chaslot, Mark H. M. Winands, Istvan Szit...
ATAL
2006
Springer
13 years 9 months ago
Efficient agents for cliff-edge environments with a large set of decision options
This paper proposes an efficient agent for competing in Cliff Edge (CE) environments, such as sealed-bid auctions, dynamic pricing and the ultimatum game. The agent competes in on...
Ron Katz, Sarit Kraus
ATAL
2008
Springer
13 years 7 months ago
Social reward shaping in the prisoner's dilemma
Reward shaping is a well-known technique applied to help reinforcement-learning agents converge more quickly to nearoptimal behavior. In this paper, we introduce social reward sha...
Monica Babes, Enrique Munoz de Cote, Michael L. Li...