Sciweavers

AAAI
2015
10 years 1 months ago
Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program
The leading approach for solving large imperfect-information games is automated abstraction followed by running an equilibrium-finding algorithm. We introduce a distributed versi...
Noam Brown, Sam Ganzfried, Tuomas Sandholm
89
Voted
AAAI
2015
10 years 1 months ago
Multi-Source Domain Adaptation: A Causal View
Kun Zhang, Mingming Gong, Bernhard Schölkopf
105
Voted
AAAI
2015
10 years 1 months ago
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering
We propose SoF (Soft-cluster matrix Factorization), a probabilistic clustering algorithm which softly assigns each data point into clusters. Unlike model-based clustering algorith...
Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin L...
95
Voted
AAAI
2015
10 years 1 months ago
Scalable Planning and Learning for Multiagent POMDPs
Online, sample-based planning algorithms for POMDPs have shown great promise in scaling to problems with large state spaces, but they become intractable for large action and obser...
Christopher Amato, Frans A. Oliehoek
100
Voted
AAAI
2015
10 years 1 months ago
HVAC-Aware Occupancy Scheduling
Energy consumption in commercial and educational buildings is impacted by group activities such as meetings, workshops, classes and exams, and can be reduced by scheduling these a...
BoonPing Lim, Menkes van den Briel, Sylvie Thi&eac...