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AAAI
2000
13 years 11 months ago
Anchoring Symbols to Sensor Data: Preliminary Report
Anchoring is the process of creating and maintaining the correspondence between symbols and percepts that refer to the same physical objects. Although this process must necessaril...
Silvia Coradeschi, Alessandro Saffiotti
HEURISTICS
2008
170views more  HEURISTICS 2008»
13 years 9 months ago
Accelerating autonomous learning by using heuristic selection of actions
This paper investigates how to make improved action selection for online policy learning in robotic scenarios using reinforcement learning (RL) algorithms. Since finding control po...
Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...
CORR
2002
Springer
139views Education» more  CORR 2002»
13 years 9 months ago
Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications
Currently statistical and artificial neural network methods dominate in financial data mining. Alternative relational (symbolic) data mining methods have shown their effectiveness...
Boris Kovalerchuk, Evgenii Vityaev, H. Yusupov
IJRR
2010
100views more  IJRR 2010»
13 years 4 months ago
A High-rate, Heterogeneous Data Set From The DARPA Urban Challenge
This paper describes a data set collected by MIT's autonomous vehicle Talos during the 2007 DARPA Urban Challenge. Data from a high precision navigation system, 5 cameras, 12 ...
Albert S. Huang, Matthew E. Antone, Edwin Olson, L...

Publication
504views
13 years 6 months ago
Three-Dimensional Tissue Deformation Recovery and Tracking: Introducing techniques based on laparoscopic or endoscopic images
Recent advances in surgical robotics have provided a platform for extending the current capabilities of minimally invasive surgery by incorporating both pre-operative and intra-ope...
Peter Mountney, Danail Stoyanov and Guang-Zhong Ya...