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» Dynamic Time Step Control Algorithm Enhancements
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TROB
2008
134views more  TROB 2008»
15 years 2 months ago
Improving the Performance of Sampling-Based Motion Planning With Symmetry-Based Gap Reduction
Sampling-based nonholonomic and kinodynamic planning iteratively constructs solutions with sampled controls. A constructed trajectory is returned as an acceptable solution if its &...
Peng Cheng, Emilio Frazzoli, Steven M. LaValle
CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 9 months ago
Adaptive bases for Q-learning
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
Dotan Di Castro, Shie Mannor
110
Voted
ATAL
2006
Springer
15 years 6 months ago
Efficient agent-based models for non-genomic evolution
Modeling dynamical systems composed of aggregations of primitive proteins is critical to the field of astrobiological science, which studies early evolutionary structures dealing ...
Nachi Gupta, Adrian K. Agogino, Kagan Tumer
134
Voted
GECCO
2008
Springer
168views Optimization» more  GECCO 2008»
15 years 3 months ago
Parameterizing pair approximations for takeover dynamics
Pair approximations have often been used to predict equilibrium conditions in spatially-explicit epidemiological and ecological systems. In this work, we investigate whether this ...
Joshua L. Payne, Margaret J. Eppstein
ICRA
2002
IEEE
223views Robotics» more  ICRA 2002»
15 years 7 months ago
Dynamic Motion Planning Whole Arm Grasp Systems Based on Switching Contact Modes
We present motion planning for dexterous manipulation by whole arm grasp system based on switching contact modes. Motion planning for such a system should consider changing dynami...
Masahito Yashima, Hideya Yamaguchi