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» Measuring Agent Intelligence via Hierarchies of Environments
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ATAL
2003
Springer
14 years 4 days ago
Role allocation and reallocation in multiagent teams: towards a practical analysis
Despite the success of the BDI approach to agent teamwork, initial role allocation (i.e. deciding which agents to allocate to key roles in the team) and role reallocation upon fai...
Ranjit Nair, Milind Tambe, Stacy Marsella
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
13 years 4 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
CEEMAS
2005
Springer
14 years 13 days ago
On Communication in Solving Distributed Constraint Satisfaction Problems
Abstract. Distributed Constraint Satisfaction Problems (DCSP) is a general framework for multi-agent coordination and conflict resolution. In most DCSP algorithms, inter-agent com...
Hyuckchul Jung, Milind Tambe
MP
2011
13 years 1 months ago
Statistical ranking and combinatorial Hodge theory
We propose a number of techniques for obtaining a global ranking from data that may be incomplete and imbalanced — characteristics that are almost universal to modern datasets co...
Xiaoye Jiang, Lek-Heng Lim, Yuan Yao, Yinyu Ye
CIMCA
2005
IEEE
14 years 16 days ago
An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlists
Digital audio devices have been changing music entertainment environment. Those devices are bundled with music jukebox software, such as Apple’s iTunes, Sony’s CONNECT player....
Yufeng Dou, Eisuke Itoh, Sachio Hirokawa, Daisuke ...