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ATAL
2007
Springer
14 years 1 months ago
Negotiation partners selection mechanism based on context-dependent similarity relations
This paper proposes a context-dependent case-based mechanism for selecting negotiation partners with the focus on the adaptation of similarity relations to a specific context. Th...
Jakub Brzostowski, Ryszard Kowalczyk
ATAL
2007
Springer
14 years 1 months ago
Towards reinforcement learning representation transfer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
Matthew E. Taylor, Peter Stone
ATAL
2007
Springer
14 years 1 months ago
Policy recognition for multi-player tactical scenarios
This paper addresses the problem of recognizing policies given logs of battle scenarios from multi-player games. The ability to identify individual and team policies from observat...
Gita Sukthankar, Katia P. Sycara
ATAL
2007
Springer
14 years 1 months ago
F-trade: an agent-mining symbiont for financial services
The interaction and integration of agent technology and data mining presents prominent benefits to solve some of challenging issues in individual areas. For instance, data mining ...
Longbing Cao, Chengqi Zhang
ATAL
2007
Springer
14 years 1 months ago
Commitment-driven distributed joint policy search
Decentralized MDPs provide powerful models of interactions in multi-agent environments, but are often very difficult or even computationally infeasible to solve optimally. Here we...
Stefan J. Witwicki, Edmund H. Durfee
ATAL
2007
Springer
14 years 1 months ago
Reducing the complexity of logics for multiagent systems
Marcin Dziubinski, Rineke Verbrugge, Barbara Dunin...
ATAL
2007
Springer
14 years 1 months ago
Evaluating a conversation-centered interactive drama
Manish Mehta, Steven Dow, Michael Mateas, Blair Ma...
ATAL
2007
Springer
14 years 1 months ago
Letting loose a SPIDER on a network of POMDPs: generating quality guaranteed policies
Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are a popular approach for modeling multi-agent systems acting in uncertain domains. Given the signi...
Pradeep Varakantham, Janusz Marecki, Yuichi Yabu, ...
ATAL
2007
Springer
14 years 1 months ago
Winner determination for mixed multi-unit combinatorial auctions via petri nets
Mixed Multi-Unit Combinatorial Auctions (MMUCAs) allow agents to bid for bundles of goods to buy, goods to sell, and transformations of goods. In particular, MMUCAs offer a high ...
Andrea Giovannucci, Juan A. Rodríguez-Aguil...
ATAL
2007
Springer
14 years 1 months ago
A winner determination algorithm for auction-based decentralized scheduling
Categories and Subject Descriptors Artificial Intelligence General Terms Keywords
Chun Wang, Hamada Ghenniwa, Weiming Shen