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» Benevolent Agents in Multiagent Systems
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ATAL
2009
Springer
15 years 4 months ago
Stronger CDA strategies through empirical game-theoretic analysis and reinforcement learning
We present a general methodology to automate the search for equilibrium strategies in games derived from computational experimentation. Our approach interleaves empirical game-the...
L. Julian Schvartzman, Michael P. Wellman
ATAL
2009
Springer
15 years 4 months ago
Rational play and rational beliefs under uncertainty
Alternating-time temporal logic (atl) is one of the most influential logics for reasoning about agents’ abilities. Constructive Strategic Logic (csl) is a variant of atl for im...
Nils Bulling, Wojciech Jamroga
ATAL
2007
Springer
15 years 4 months ago
On the robustness of preference aggregation in noisy environments
In an election held in a noisy environment, agents may unintentionally perturb the outcome by communicating faulty preferences. We investigate this setting by introducing a theore...
Ariel D. Procaccia, Jeffrey S. Rosenschein, Gal A....
ARGMAS
2005
Springer
15 years 3 months ago
Practical Strategic Reasoning and Adaptation in Rational Argument-Based Negotiation
Recent years have seen an increasing interest of multiagent system research in employing the theory of argumentation for the development of communication protocols. While signific...
Michael Rovatsos, Iyad Rahwan, Felix A. Fischer, G...
ATAL
2004
Springer
15 years 3 months ago
Decentralized Markov Decision Processes with Event-Driven Interactions
Decentralized MDPs provide a powerful formal framework for planning in multi-agent systems, but the complexity of the model limits its usefulness. We study in this paper a class o...
Raphen Becker, Shlomo Zilberstein, Victor R. Lesse...