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ATAL
2015
Springer
9 years 11 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...
172
Voted
ATAL
2015
Springer
9 years 11 months ago
Bidding in Non-Stationary Energy Markets
Pablo Hernandez-Leal, Matthew E. Taylor, Enrique M...
133
Voted
ATAL
2015
Springer
9 years 11 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...
131
Voted
ATAL
2015
Springer
9 years 11 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...
128
Voted
ATAL
2015
Springer
9 years 11 months ago
Human Behavior Models for Virtual Agents in Repeated Decision Making under Uncertainty
To design virtual agents that simulate humans in repeated decision making under uncertainty, we seek to quantitatively characterize the actual human behavior in these settings. We...
Ming Yin, Yu-An Sun
Intelligent Agents
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