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PRIMA
2015
Springer
5 years 7 months ago
Leximin Asymmetric Multiple Objective DCOP on Factor Graph
Abstract. Leximin AMODCOP has been proposed as a class of Multiple Objective Distributed Constraint Optimization Problems, where multiple objectives for individual agents are optim...
Toshihiro Matsui, Marius Silaghi, Tenda Okimoto, K...
PRIMA
2015
Springer
5 years 7 months ago
Collaborative Judgement
In this paper we introduce a new ranking algorithm, called Collaborative Judgement (CJ), that takes into account peer opinions of agents and/or humans on objects (e.g. products, ex...
Ewa Andrejczuk, Juan Antonio Rodríguez-Agui...
PRIMA
2015
Springer
5 years 7 months ago
Semantics for Modelling Reason-Based Preferences
In [13] the authors developed a logical system based on the definition of a new non-classical connective ⊗ originally capturing the notion of reparative obligation. The operator...
Erica Calardo, Guido Governatori, Antonino Rotolo
ATAL
2015
Springer
5 years 7 months ago
Private Revision in a Multi-Agent Setting
Thomas Caridroit, Sébastien Konieczny, Tiag...
ATAL
2015
Springer
5 years 7 months ago
Policy Transfer using Reward Shaping
Transfer learning has proven to be a wildly successful approach for speeding up reinforcement learning. Techniques often use low-level information obtained in the source task to a...
Tim Brys, Anna Harutyunyan, Matthew E. Taylor, Ann...
ATAL
2015
Springer
5 years 7 months ago
Selling Tomorrow's Bargains Today
Consider a good (such as a hotel room) which, if not sold on time, is worth nothing to the seller. For a customer who is considering a choice of such goods, their prices may chang...
Melika Abolhassani, Hossein Esfandiari, MohammadTa...
ATAL
2015
Springer
5 years 7 months ago
Incremental Policy Iteration with Guaranteed Escape from Local Optima in POMDP Planning
Partially observable Markov decision processes (POMDPs) provide a natural framework to design applications that continuously make decisions based on noisy sensor measurements. The...
Marek Grzes, Pascal Poupart
ATAL
2015
Springer
5 years 7 months ago
Modeling Students Self-Studies Behaviors
In this work we propose a decision-theoretic approach to Intelligent Tutoring Systems (ITSs) that seeks to alleviate the need for extensive development and hand-tuning in the desi...
Pedro Mota, Francisco Melo, Luísa Coheur
ATAL
2015
Springer
5 years 7 months ago
Detecting Events and Sentiment on Twitter for Improving Urban Mobility
The streams of tweets from and to the Twitter account of urban transport operators have been considered. A computational module has been designed and developed in order to collect ...
Antonio Candelieri, Francesco Archetti
ATAL
2015
Springer
5 years 7 months ago
Using Agent-Based Tactics Models to Control Virtual Actors in VBS3
The computer-based simulation of military tactics has largely involved the use of platform-dependent scripting resulting in behaviour that is limited, and difficult to debug and r...
Rick Evertsz, John Thangarajah, Nik Ambukovski
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