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ATAL
2015
Springer
8 years 7 months ago
Counterfactual Exploration for Improving Multiagent Learning
In any single agent system, exploration is a critical component of learning. It ensures that all possible actions receive some degree of attention, allowing an agent to converge t...
Mitchell K. Colby, Sepideh Kharaghani, Chris Holme...
ATAL
2015
Springer
8 years 7 months ago
An Optimal Bidimensional Multi-Armed Bandit Auction for Multi-unit Procurement
Satyanath Bhat, Shweta Jain, Sujit Gujar, Yadati N...
ATAL
2015
Springer
8 years 7 months ago
A Heating Agent using a Personalised Thermal Comfort Model to Save Energy
Frederik Auffenberg, Sebastian Stein, Alex Rogers
ATAL
2015
Springer
8 years 7 months ago
HAC-ER: A Disaster Response System based on Human-Agent Collectives
This paper proposes a novel disaster management system called HAC-ER that addresses some of the challenges faced by emergency responders by enabling humans and agents, using state...
Sarvapali D. Ramchurn, Trung Dong Huynh, Yuki Ikun...
ATAL
2015
Springer
8 years 7 months ago
Propositional Opinion Diffusion
We present a formal model of opinion diffusion and formation which combines notions from social network analysis together with concepts and techniques from judgment aggregation an...
Umberto Grandi, Emiliano Lorini, Laurent Perrussel
ATAL
2015
Springer
8 years 7 months ago
Data-Driven Agent-Based Modeling, with Application to Rooftop Solar Adoption
Agent-based modeling is commonly used for studying complex system properties emergent from interactions among many agents. We present a novel data-driven agent-based modeling fram...
Haifeng Zhang, Yevgeniy Vorobeychik, Joshua Letchf...
ATAL
2015
Springer
8 years 7 months ago
The Fallacy of Endogenous Discounting of Trust Recommendations
Recommendations are widely used in recommender systems, reputation systems, and trust-based security systems. Some existing reputation systems and trust-based security systems use...
Tim Muller, Yang Liu, Jie Zhang