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ATAL
2007
Springer
15 years 4 months ago
On discovery and learning of models with predictive representations of state for agents with continuous actions and observations
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...
David Wingate, Satinder P. Singh
97
Voted
ATAL
2006
Springer
15 years 4 months ago
Agent interaction in distributed POMDPs and its implications on complexity
The ability to coordinate effectively is critical for agents to accomplish their goals in a multi-agent system. A number of researchers have modeled the coordination problem for m...
Jiaying Shen, Raphen Becker, Victor R. Lesser
EKAW
2006
Springer
15 years 4 months ago
Ontology Engineering, Scientific Method and the Research Agenda
Abstract. The call for a "focus on content" in ontology research by Nicola Guarino and Mark Musen in their launching statement of the journal Applied Ontology has quite s...
Hans Akkermans, Jaap Gordijn
90
Voted
GECCO
2006
Springer
153views Optimization» more  GECCO 2006»
15 years 4 months ago
Analysis of the difficulty of learning goal-scoring behaviour for robot soccer
Learning goal-scoring behaviour from scratch for simulated robot soccer is considered to be a very difficult problem, and is often achieved by endowing players with an innate set ...
Jeff Riley, Victor Ciesielski
95
Voted
DESRIST
2009
Springer
137views Education» more  DESRIST 2009»
15 years 4 months ago
Language communities in enterprise architecture research
As a result of the rigor vs. relevance debate, researchers who focus on design research on organizational problems are beginning to focus on their research methodology’s rigor. ...
Joachim Schelp, Robert Winter