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ESANN
2008
13 years 9 months ago
Safe exploration for reinforcement learning
In this paper we define and address the problem of safe exploration in the context of reinforcement learning. Our notion of safety is concerned with states or transitions that can ...
Alexander Hans, Daniel Schneegaß, Anton Maxi...
ENGL
2007
103views more  ENGL 2007»
13 years 7 months ago
Fault Diagnosis of Manufacturing Processes via Genetic Algorithm Approach
—Instantaneous detection and diagnosis of various faults and break-downs in industrial processes is required to reduce production losses and damage to equipments. A solved knowle...
Stefania Gallova
ATAL
2004
Springer
14 years 26 days ago
Accurate and Flexible Simulation for Dynamic, Vision-Centric Robot
As robots become more complex by incorporating dynamic stability or greater mechanical degrees of freedom, the difficulty of developing control algorithms directly on the robot in...
Jared Go, Brett Browning, Manuela M. Veloso
GECCO
2008
Springer
179views Optimization» more  GECCO 2008»
13 years 8 months ago
Evolution of discrete gene regulatory models
Gene regulatory networks (GRNs) are complex control systems that govern the interaction of genes, which ultimately control cellular processes at the protein level. GRNs can be ted...
Afshin Esmaeili, Christian Jacob
ICRA
2009
IEEE
165views Robotics» more  ICRA 2009»
14 years 2 months ago
Guiding medical needles using single-point tissue manipulation
— This paper addresses the use of robotic tissue manipulation in medical needle insertion procedures to improve targeting accuracy and to help avoid damaging sensitive tissues. T...
Meysam Torabi, Kris K. Hauser, Ron Alterovitz, Vin...