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» Learning Similar Tasks From Observation and Practice
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138
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ICRA
2010
IEEE
137views Robotics» more  ICRA 2010»
15 years 2 months ago
Robot reinforcement learning using EEG-based reward signals
Abstract— Reinforcement learning algorithms have been successfully applied in robotics to learn how to solve tasks based on reward signals obtained during task execution. These r...
Iñaki Iturrate, Luis Montesano, Javier Ming...
136
Voted
ACL
2006
15 years 4 months ago
Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora
Named Entity recognition (NER) is an important part of many natural language processing tasks. Current approaches often employ machine learning techniques and require supervised d...
Alexandre Klementiev, Dan Roth
150
Voted
CSCW
2004
ACM
15 years 9 months ago
Learning from project history: a case study for software development
The lack of lightweight communication channels and other technical and sociological difficulties make it hard for new members of a non-collocated software development team to lea...
Davor Cubranic, Gail C. Murphy, Janice Singer, Kel...
156
Voted
PAMI
2011
14 years 10 months ago
View-Independent Action Recognition from Temporal Self-Similarities
— This paper addresses recognition of human actions under view changes. We explore self-similarities of action sequences over time and observe the striking stability of such meas...
Imran N. Junejo, Emilie Dexter, Ivan Laptev, Patri...
136
Voted
ISESE
2003
IEEE
15 years 8 months ago
Observational Studies to Accelerate Process Experience in Classroom Studies: An Evaluation
Software Engineering studies run in classroom environments can and have made important contributions to empirical software engineering. Because the goal of such studies is to impr...
Jeffrey Carver, Forrest Shull, Victor R. Basili