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160
Voted
ATAL
2015
Springer
9 years 8 months ago
Coordinating Measurements for Air Pollution Monitoring in Participatory Sensing Settings
Environmental monitoring is important, as it allows authorities to understand the impact of potentially harmful environmental phenomena, such as air pollution, noise or temperatur...
Alexandros Zenonos, Sebastian Stein, Nicholas R. J...
111
Voted
ATAL
2015
Springer
9 years 8 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...
111
Voted
ATAL
2015
Springer
9 years 8 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...
103
Voted
ATAL
2015
Springer
9 years 8 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
101
Voted
ATAL
2015
Springer
9 years 8 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
Intelligent Agents
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